kneau007/my-classifier-4

SetFit with nomic-ai/nomic-embed-text-v1

This is a SetFit model that can be used for Text Classification. This SetFit model uses nomic-ai/nomic-embed-text-v1 as the Sentence Transformer embedding model. A LogisticRegression instance is used for classification.

The model has been trained using an efficient few-shot learning technique that involves:

1. Fine-tuning a Sentence Transformer with contrastive learning.
2. Training a classification head with features from the fine-tuned Sentence Transformer.

Model Details

Model Description

• Model Type: SetFit
• Sentence Transformer body: nomic-ai/nomic-embed-text-v1
• Classification head: a LogisticRegression instance
• Maximum Sequence Length: 8192 tokens
• Number of Classes: 412 classes

Model Sources

• Repository: SetFit on GitHub
• Paper: Efficient Few-Shot Learning Without Prompts
• Blogpost: SetFit: Efficient Few-Shot Learning Without Prompts

Model Labels

Label	Examples
e Payment of Indirect Taxes	'Can I cancel or modify my e Payment of Indirect Taxes online?' 'How does Indirect Tax Payment online reduce paperwork?' 'Is Digital Indirect Tax Payment available for all types of taxes?'
Ind Advantage (Reward Program)	'Can I combine Advantage Loyalty Program rewards with other offers?' 'Are Advantage program rewards taxable?' "What is the Advantage program's points expiration policy?"
IB Pension Loan	'Repayment period for pension loan?' 'What is new pension scheme?' 'Are Elderly Loans offered to retired government employees?'
What is a Credit Score and How it Shapes Financial Health	'Can a high Credit Score qualify for lower interest rates?' 'What are the benefits of maintaining a good CREDIT NUMBER?' 'Can a strong Credit Score guarantee approvals for credit cards?'
MSME LAP	'How to get a statement for Small Medium Enterprises property loan account?' 'Loan amount provided in MSME LAP ?' 'How to track the status of Medium Enterprises LAP application?'
NRE FD/ MMD/ RD ACCOUNTS	'Can I access my Non-Resident External Fixed Deposit account online?' 'How to renew a matured Non-Resident External RD account?' 'What are the benefits of converting my savings account to a NRE RD account?'
Another Option for Pension	'Can I customize my Pension Option to suit my lifestyle?' 'Can I combine Multiple Pension Alternatives for maximum returns?' 'What are the Pensioner Option Benefits for long-term investors?'
IB Home Improve	'How does a home renovation loan impact my mortgage payments?' 'What are the fees associated with a villa renovation loan?' 'Can I co-borrow a house improvement loan with a family member?'
Details of Outstanding Tier 1 and Tier 2 Bonds	'What is the minimum investment required for Bond Issuance?' 'What is the difference between Tier 1 and Tier 2 Bond Issuance?' 'What are the fees associated with Bond Issuance investments?'
Lending rates for RMD	'How do Required Minimum Distributions affect mortgage lending decisions?' 'Can I consolidate debt with a Retirement Savings Distribution loan?' 'Can I use my Retirement Asset Withdrawal for a personal loan?'
CORPORATE LOAN	'Do companies need collateral for a commercial mortgage loan?' 'What is the moratorium period for a business loan repayment?' 'What is LTV Ratio in Home Loan for Corporates ?'
Credit Life Insurance Coverages in Association with M/s. Kotak Life	"What is the maximum age limit for Kotak Life Insurance's credit coverage?" "What is the payout process for Kotak Assurance's credit life claims?" "What is the waiting period for Kotak Insurance Corporation's coverage?"
V-CIP	'How does Video-Based Customer Verification improve security?' 'Can Video Customer Verification replace physical branch visits?' 'What is the significance of E-Verification in banking services?'
IB Gen X For the Vibrant Youth	'What are the financial values of the Sandwich Generation?' 'How do members of Generation X engage with digital banking?' 'Can Generation X benefit from investment coaching?'
Ind Mortgage	'How does a Home Equity Loan work for debt consolidation?' 'Can I use a Home Equity Loan to fund my education expenses?' 'What is the maximum Loan-to-Value ratio for a Residential Mortgage?'
Indian Bank Debit Card Shopping Perks	'Facilities provided by indian bank for online shopping?' 'What is E-shopping?'
One Time Settlement for NPA Borrowers (eOTS)	'What are the benefits of opting for a Single Settlement of Non-Performing Assets?' 'Can I avail of the eOTS NPA scheme for multiple loans?' 'What is the role of the bank in the One Time Settlement process?'
Colombo Branch	'How do I apply for a credit card at the City Center Branch?' 'What is the minimum balance requirement for the Urban Savings Account?' 'What are the working hours of the Capital City Branch?'
Digitizing the Indian Banking Experience	'How does Digital Enablement improve customer self-service?' 'Can Digital Innovation boost revenue growth in Indian banking?' 'How can Computerized Facilities enhance banking efficiency?'
Choosing the Right Term Deposit: Fixed, Recurring or Money Multiplier Your Best Fit?	'Can I close my Money Multiplier Deposits prematurely without penalty?' 'How do Money Multiplier Deposits ensure my savings grow over time?' 'Do Recurring Deposit schemes offer any insurance benefits?'
Important Communication regarding Amalgamation (Internet Banking / Mobile Banking)	'How does Mobile Banking Consolidation Alert impact my recurring deposits?' 'Will Important Communication regarding Internet Banking Merger change my login credentials?' 'What does Mobile Banking Integration Alert mean for my account balance inquiry?'
New Pension Scheme as an avenue for Tax Savings	'What are the Tax Benefits Pension for women employees?' 'What is the lock-in period for Tax Benefits Pension investments?' 'How does the Retirement scheme help in achieving long-term financial goals?'
Online Collection Products	'Can I schedule E-Collection payments in advance?' 'How does Online Collection handle payment disputes?' 'What is the minimum payment amount for Online Collect?'
Security	'What is the Protection policy for reporting a security breach?' 'What Preventative measures are taken against phishing attacks?' 'Can you describe the Protections in place for business accounts?'
Indian Bank Financial Results	"Can I access Indian Bank's Annual Report online?" "Are Indian Bank's Financial Performance indicators publicly available?" "Are Indian Bank's Financial Results audited by external agencies?"
Resident Foreign Currency account for Returning Indians	'Is there a minimum balance requirement for a Resident Foreign Currency account?' 'Can I receive foreign currency remittances in my Resident Foreign Currency account?' 'Can I repatriate funds from my Resident Foreign Currency account to my foreign account?'
Premium Current Account	'Can I get a discount on loan interest rates with a Platinum Banking Account?' 'What are the fees associated with a Luxury Checking Account?' 'Can I set up direct debits with my Platinum Current Account?'
Debit Cards	'Can I use my cashpoint card to make a payment to a government agency?' 'Can I use my bankcard to make a purchase in a foreign currency?' 'How do I request a new cash card with a different design?'
SMS Banking/ Missed Call Service	'What is the process to link multiple accounts to Telephone Banking Facility?' 'What are the charges for using Mobile Alert System for banking?' 'How does Mobile Banking Facility help in tracking loan applications?'
Personal loan	'How much personal loan will I get?'
Positive Pay System (PPS)	'Can the Anti-Fraud Solution stop fraudulent checks from clearing my account?' 'Can the Positive Pay Fraud Prevention system detect altered check amounts?' 'What is the benefit of using the Check Fraud Monitoring Service?'
BSBDA AND SMALL ACCOUNT	'Who are the target customer for Small Account?' 'Who are the target customer for BSBDA Account?'
Featured Products / Services / Schemes	'Can I get a cashback on my Premium Product purchases?' 'Can I get a discount on Featured Services for bulk transactions?' 'How do I cancel or modify a Highlighted Deal?'
IB MSME Jewel Loan	'What is the maximum loan amount for IB MSME Jewelery Loan?' 'What is the eligibility criteria for IB MSME Jewel Loan for women entrepreneurs?' 'What is the repayment tenure for IB MSME Jewelry Loan?'
“IND Corp SB Elite” Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI)	'What is the Accidental Insurance policy term under IND Corp SB Elite package?' 'Is the Accidental Insurance premium refundable if I cancel my IND Corp SB Elite package?' 'How does Corp SB Elite package benefit employees with bundled Accident Insurance?'
Executive Director’s Profile	'Can I request a meeting with the Executive Director Profile?' 'What is the role of the Executive Director in risk management?' "Can I access the Executive Director Bio on the bank's website?"
IMAGE Contact Us	'Can I get a copy of my account statement from the Visual Customer Support team?' 'What are the working hours of the Iconic Contact Us team?' 'Can I get a callback from the Visual Customer Support team?'
Tab Banking	"Can I transfer funds using my tablet's banking application?" 'How do I access my account statements on the slate banking system?' 'How does tab banking work?'
Joint Liability Group (JLG)	'What is purpose of joint liability group ?' 'How does a Mutual Responsibility Circle account impact loan approval chances?' 'What documents are required to apply for a Mutual Guarantee Group loan?'
Bank’s Profile	"What is the bank's sketch of its branch and ATM network?" "What insider information is available about the bank's operations?" "Can I find a summary of the bank's deposit insurance coverage?"
IB Tradewell	'What are the eligibility criteria for Supply Chain Financing?' 'What is the process for applying for a Commerce Facility loan?' 'How does Trade Facilitation reduce risks in international trade?'
Find the Best Avenues for Tax Savings with Indian Bank	'What are the fiscal benefits of banking with Indian Bank for tax exemption?' 'How can Indian Bank assist me in tax-loss harvesting?' "What are the tax-deferral benefits of Indian Bank's life insurance policies?"
Nodal Officers_Ombudsman Scheme,2022	'What is the role of Liaison Officers in resolving customer complaints?' 'Are Centralized Help Officials responsible for resolving insurance-related issues?' 'Focal Points help in which specific banking services?'
Service Charges / Forex Rates	'Can you provide a list of Currency Exchange rates for exotic currencies?' 'Are there any additional Currency Exchange charges for online banking?' 'Are there any Service Charges for using my credit card abroad?'
IND-SME E-VAAHAN	'What type of facility avaliable in SME E-VAAHAN loan?' 'Steps for online vehicle financing?' 'Is SME VAahan available for all types of commercial vehicles?'
Empanelments / Engagements	'How do I terminate a Collaborative Partnership with the bank?' 'What are the benefits of Association Agreements for business accounts?' 'How do I participate in a Joint Venture Partnership with the bank?'
IND Krishi Vaahan	'Does the bank offer krishi vaahan financing for rural areas only?' 'Can I get a loan for an agri vahan for business use?' 'Are there any pre-approved agri vehicle loan offers for customers?'
Extraordinary General Meetings	'What is the role of the board of directors in an EGM Meeting of a bank?' "Can an EGM Meeting be convened by a bank's regulatory body?" "How does an EGM Meeting affect my investment in a bank's shares?"
Nodal Officers RBI Integrated Ombudsman Scheme, 2021	'What are the benefits of a Zonal Nodal Officer for customers?' "What is the function of a Geographic Ombudsman Officer in RBI's scheme?" 'What is the function of a Local Ombudsman Officer in banking complaints?'
Statutory Central Auditors	'Are Official Auditors responsible for auditing bank financial statements?' 'What are the qualifications required to become a Central Auditor?' 'Are Official Auditors responsible for auditing bank investment portfolios?'
IB HOME ENRICH	'How does Apartment Enhance support property refurbishment financing?' 'Age limit for Home Enrich ?' 'Is Flat Enhancement available for rented properties?'
IndSMART Mobile Banking App Checksum	'How to resolve IndSMART Mobile App Checksum errors on my device?' 'Is Mobile App Checksum required for IndSMART net banking users?' 'Is IndSMART Mobile App Checksum available for iOS and Android?'
Careers	'Can I start a profession in financial analysis?' 'Can I start a profession in banking compliance?' 'Can I build a profession in securities trading?'
Quick Contact	'Where do I find the Contact Information for my local bank branch?' 'Can I use the Contact Form for account-specific inquiries?' 'What is the best way to reach the Prompt Aid team for credit card questions?'
IND PM Vishwakarma	"What are the features of Chief Minister Vishwakarma's mobile banking app?" "Is Head of the Government Vishwakarma's credit card suitable for frequent travelers?" "What are the benefits of Prime Minister Vishwakarma's pension scheme?"
Important Notices to Shareholders / Bondholders	'Can Capital Providers opt-out of receiving important notices electronically?' 'What happens if a notice to Equity Participants is returned undeliverable?' 'Can a notice to Bondholders be sent electronically or only by mail?'
Kisan Credit Card (KCC)	'Do I need collateral for a Kisan Credit Card loan?' 'Can I get a credit card for my farm business with a Kisan Credit Card?' 'Kisan Credit Card interest rates are fixed or floating?'
Head Office Departments	'How does the Centralized Office handle customer feedback?' 'Can I get Email id of Head Office Department ?' 'Where is the Main Office located for customer inquiries?'
Cyber Awareness Content	'What role does Electronic Transaction security play in preventing account takeovers?' 'Can Cyber Safety Content prevent malware attacks on banking devices?' 'How does Electronic Transaction security impact banking customer satisfaction?'
Pre Approved Business Loan	'Do I need to provide a business plan for a Pre-Approved Business Loan?' 'Can I get a Pre Approved Business Loan for a non-profit organization?' 'How do I qualify for a Pre-Approved Business Loan with my bank?'
ONLINE SHISHU MUDRA LOAN	'What are the pre-closure charges for a Shishu Mudra loan online?' 'What is purpose for shishu mudra loan ?' 'What is the Age limit for online shishu mudra ?'
Ind Netbanking	'Can I apply for a personal loan through Online Banking platform?' 'What is the process for changing my Internet Banking login credentials?' 'Can Internet Banking be used for bill payments and recharges?'
TERM LOAN	'What is the processing time for a mid-term loan application?' 'Can I get a short-term loan for a down payment on a house?' 'What is the repayment schedule for a fixed-period loan?'
IND SUPER 400 DAYS	'Can I get loan against my Champion 400 Days Deposit?' 'Is Top Rated 400 Days Deposit eligible for tax benefits?' 'Are there any penalties for breaking my Priority 400 Days Deposit?'
Non-Resident Ordinary Account	'What is the purpose of NRO account in Indian banking system?' 'How to transfer money from nro sb account to a foreign bank account?' 'Is it mandatory to have a PAN card for opening a Non Ordinary sb account?'
WhatsApp Banking	'Whats App banking services available for business accounts?' 'Can I check my account balance using Whats App banking services?' 'Are there any charges for using WP banking services?'
Credit Life Insurance Coverages in association with M/s. Aditya Birla Sun Life Insurance	'Can I get a credit life insurance policy with Birla Sun Life for my car loan?' 'What is the minimum age to purchase credit life insurance with ABSLI?' 'Can I purchase credit life insurance with Aditya Birla Sun Life for multiple loans?'
Sukanya Samriddhi Account Scheme	"What are the documents required to open a Daughter's Financial Welfare Account?" "Is the Girl's Financial Empowerment Scheme available in all banks?" 'What are the tax benefits of the Girl Child Welfare Account?'
Interest Rates for Small Savings Schemes	'Can I close my Small Savings Scheme prematurely without penalty?' 'Interest rate for SCSS?' 'What are the eligibility criteria for Small Savings Plans in banks?'
Units of IMAGE	'Do Visual Representations require encryption for security?' 'Can Photographic Images be used for identity verification?' 'Can Visual Records be used for account verification purposes?'
IND- KRISHI INFRA FUND (AGRICULTURE INFRA FUND)	'How to apply for Agri Infra Fund online?' "What are the Krishi Infrastructure Fund's customer service contact details?" "What are the Agri Infra Fund's investment risks and returns?"
Savings Bank Account	'Requirement of minimum balance in saving bank account?' 'How to update my Savings account information online?' 'For whom Savings Account cannot be opened as per RBI T&C?'
IMAGE Infrastructure	'Can the backbone of digital banking handle high traffic volumes during peak hours?' 'What is the framework for ensuring data security in mobile banking apps?' 'Can the undercarriage of online banking support biometric authentication?'
Weaver MUDRA	'How does Weaver MUDRA support the preservation of traditional weaving techniques?' 'How does Handloom MUDRA promote sustainable livelihoods for weavers?' 'Can I use Handloom MUDRA loans for purchasing new looms?'
Loan / OD against NSC / KVP / Relief bonds of RBI / LIC policies	'What is the minimum credit score required for Overdraft NSC?' 'What is the processing fee for Overdraft Secured by NSC/KVP/Relief Bonds/LIC?' 'What are the documents required for Collateral NSC KVP RBI Bonds application?'
Open Online Account with Video-Based Customer Identification Process (V- CIP)	'Can I open an online account using VCIP from my mobile device?' 'What are the benefits of Video-Based Customer Identification in banking?' 'What is V-CIP process ?'
Forex Remittance Facility through Internet Banking- Retail	'What are the Forex Remittance via Internet Banking Retail exchange rates based on?' 'What is the Forex Remittance Internet Banking Retail cut-off time for same-day processing?' 'Does Forex Remittance Internet Banking Retail support payment to debit cards?'
Tenders / Auction	'Can I request a Tender Document for a business loan from a bank?' 'What are the risks involved in a Live Auction for a home loan?' 'How does a Multi-Round Auction work for a personal loan interest rate?'
IND Millionaire Recurring Deposit Account NRE	'What are the charges for IND Millionaire NRE account maintenance?' 'What is the frequency of interest payment for IND Millionaire NRE account?' 'IND Millionaire NRE account: What is the nomination facility?'
PMSurya Ghar: Muft Bijli Yojana Roof Top Solar Loan Scheme	'Can I close my PMSurya Ghar loan account prematurely?' 'Moratorium period for pradhan mantri muft bijali scheme?' 'What are the benefits of Muft Bijli Yojna Roof Top Solar loan for senior citizens?'
Tarun Plus Scheme	'What are the benefits of the Teen Titan Scheme for minors?' 'What are the features of the Emerging Star Deposit?' 'What benefits does the Youth Advantage Plan offer to young account holders?'
Jewel Loan	'How do I check my Gem loan application status?' 'How do I foreclosure my Pearl loan account?' 'Do you offer Heirloom loans with no processing fees?'
General Managers	'Do General Managers in banking receive bonuses?' 'Can a Senior Leader in banking approve large loans?' 'How do Senior Managers in banking handle employee conflicts?'
Digital Insurance Platform	'What are the benefits of Electronic Insurance Solutions for banking customers?' 'Can Internet Insurance Products be integrated with mobile banking apps?' 'What are the benefits of Online Insurance Management Systems for banking clients?'
Debenture Trustee	'Can a Debt Trust be replaced in a loan agreement?' 'What are the benefits of having a Debt Trustee in a mortgage-backed security?' 'What are the responsibilities of a Debenture Trustee in a loan deal?'
Current Account	'Can I use my live account for international transactions?' 'How do I transfer funds from my contemporaneous account to a credit card?' 'Can I issue checks from my existing account?'
IND MSME SAKHI	'What are the interest rates for MSME SAKHI loans in India?' 'What are the documentation requirements for availing Micro Small Medium Enterprises SAKHI?' 'How does MSME SAKHI support startups founded by women?'
IND-SURYA SHAKTI	'What is the repayment period in surya shakti?' 'Does Luminous Vigor offer flexible repayment options?' 'What are the benefits of using DAZZLING FORCE for personal loans?'
Privacy Policy Digital Currency	'Can I opt-out of Online Digital Rupee data sharing with third parties?' 'How does Digital Currency Privacy Policy handle sensitive personal data?' 'Can I request a copy of my personal data under Online Rupee Privacy Policy?'
Agriculture Loan	'What is the repayment tenure for a Farmer Development loan?' 'Are Agri loans available for small-scale farmers too?' 'What are the benefits of Krishi loan for rural farmers?'
IND Professional Special	'How do Expert Advisors like me get preferential treatment at our branches?' 'What benefits do Eminent Specialists like me receive in our cashback program?' 'Do Expert Advisors like me receive a higher interest rate on savings accounts?'
FCNR (B) DEPOSITS Rates	'What is the penalty for premature withdrawal of an FCNR (B) Deposit?' 'Can I withdraw from an FCNR (B) Fixed Deposit before maturity?' 'What is the difference between FCNR (B) Deposits and NRO deposits?'
Whistle Blower Policy	'Explain about Digital Personal Data Protection Policy?' 'What is the process for escalating concerns under the Whistleblower Protection Policy?' 'Can customers report fraud anonymously under the Whistle Blower Policy?'
SB Platinum Savings Bank Platinum Account with Sweep facility	'Can I use my Platinum Savings Sweep account for bill payments online?' 'Can I link my Platinum Savings Sweep account to a fixed deposit?' 'What is the interest rate offered on Savings Platinum Sweep account?'
Interest Rates on Personal Segment Loan Products Fixed	'What are the current interest rates for Private Loan Offers?' 'Can Retail Banking Products help me consolidate debt?' 'What are the benefits of Flexible Credit Facilities for me?'
REPO Based Lending Rate for MSME	'How does Small Business Repo Rate affect loan interest for entrepreneurs?' 'How does Micro, Small and Medium Enterprise Repo Rate impact loan repayment?' 'What is the current Repo Rate for Small and Medium Enterprises in India?'
e-OD Against Deposit	'What is the processing time for an online overdraft deposit application?' 'Can I use my e-Overdraft Deposit for ATM withdrawals?' 'What are the fees associated with an e-OD Deposit account?'
Designated Authority for Whistle Blower Complaints	'Who is the Authorized Whistleblower Complaints Receiver for card-related complaints?' 'Does the Designated Authority for Whistle Blower Complaints investigate customer disputes?' 'How does the Designated Authority for Whistle Blower Complaints handle repeat complaints?'
SB for students under govt scholarship & SB for DBT	'What is the role of sb DBT in disbursing student scholarships?' 'How do students with gov Scholarship SB accounts receive their funds?' 'Do students sb accounts have ATM facilities?'
Loyalty Program Delights: Unlocking Special Rewards for Your Loyalty	'Can Commitment Loyalty prgm rewards be redeemed for travel bookings?' 'How do Devotion Surprises programs enhance overall banking satisfaction?' 'How do Fidelity Delights programs measure customer loyalty and engagement?'
Financial Inclusion in India: Filling the Void	'How does Economic Growth in India depend on financial literacy?' 'What is the current state of Financial Inclusion in rural India?' 'Can Bridging Financial Gap initiatives increase access to insurance?'
IMAGE Principal’s Message	'Is the IMAGE Principal’s Message available in multiple languages?' 'Does the Message from IMAGE Principal influence customer loyalty?' 'Does the Principal’s Message at IMAGE discuss industry trends?'
IB Salaam Special Account for Defence Personnel	'Can Military Defence Personnel use their Salaam Account for online transactions?' 'What benefits does the Salaam Defence Account offer to Military personnel?' 'What is the process for opening a Salaam Defence Account online?'
OD against Gold Jewels	'Can I transfer my existing Overdraft Jewelry to another bank?' 'Can I take an Overdraft Gold loan against antique jewelry?' 'What is the tenure for repayment of OD jewelery loans?'
Disclosures	"What information is revealed in a credit card's Transparency Statement?" 'Are banks required to provide a Notice of Changes to account terms?' 'Can account holders request a copy of their Account Openings Notice?'
Event Updates/ Newspaper Advertisement	'How do banks leverage Newspaper Advertising for brand awareness?' 'How do Upcoming Event notifications improve customer experience?' "What are the key features of the bank's Event Calendar for 2023?"
Stay Safe: Watch Out for Suspicious Files, APKs, and Links	'What are the warning signs of a Malicious Link in an email?' 'How do I spot a Fraudulent Link in an email claiming to be from my bank?' 'What are the warning signs of a Phishing Email from an unknown sender?'
Compressed Bio Gas plant financing under Sustainable alternative towards affordable Transportation	'How does Bio Methanation Facility financing work for small-scale entrepreneurs?' 'What are the benefits of Bio Methanation Facility financing for farmers?' 'What are the key performance indicators for a Bio Methane Enrichment Plant loan?'
New SB Product for Salaried Customers IND SALARY SURAKSHA	'Income Security: Is it a one-time payment or recurring?' 'How does Income Suraksha handle income fluctuations?' 'Can I cancel my Salary Suraksha policy at any time?'
Corporate Social Responsiblity	'Can Ethical Practices enhance banking reputation and trust?' 'Can Sustainability Performance enhance banking sector competitiveness?' 'Can Responsible Financing practices reduce banking sector criticism?'
Tap, Pay and Go: RuPay NCMC Card	'Can I use Tap Pay RuPay NCMC card for education fees payment?' 'Can I use Tab Pay Card RuPay NCMC for tax payments?' 'How do I block or unblock my Tab Pay Card RuPay NCMC?'
e-Allahabad Bank Journey	'What are the benefits of the e-Allahabad Experience for new users?' 'When was United Industrial Bank Ltd merged with Allahabad Bank ?' 'How does the Allahabad Journey facilitate international transactions?'
Chief Vigilance Officer	'What are the responsibilities of Vigilance Head in a public sector bank?' 'How does Chief Vigilance Officer ensure transparency in customer transactions?' 'Can Chief Vigilance Officer initiate disciplinary action against banking officials?'
WORKING CAPITAL	"How does operating capital affect a company's financial stability?" 'Can WORKING funds be used to finance marketing campaigns?' 'What is the relationship between operational capital and business profitability?'
Premium Services	'Do Luxury account holders receive special investment opportunities?' 'What benefits do Top-Tier clients receive with priority customer support?' 'Can High-Net-Worth individuals customize their banking services?'
Investor Relations	"What Role do Shareholders play in a bank's decision-making process?" 'How can banks improve Investor Transparency?' 'How do banks ensure Investor Compliance with regulations?'
Account Opening Forms NRI	'Can I get the Foreign National Account Opening Kit in Hindi?' 'Can I download the Expatriate Account Opening Kit from the website?' 'Can I use a representative to submit the Non-Resident Banking Application?'
Indian Bank Annual Reports	"How does Indian Bank's Annual Financial Review impact its branch expansion?" "Can I attend Indian Bank's Annual Financial Report presentation?" "How does Indian Bank's Year-End Financial Review impact its employee benefits?"
NRI A/cs	'How do Non-Resident Indians get a credit card in India?' 'What is the process for opening a Overseas Indian account online?' 'Can an Expatriate Indian citizen open a demat account in India?'
IB COMFORT- DOMESTIC AND NRE	'How do I update my address for my Comfort NRE account?' 'Can I open a Comfort Domestic account for a minor?' 'Can I get a Comfort Domestic account overdraft facility?'
IB Kishore Savings Bank Account for Minors	'How to update the nominee details of a Minor sb account?' 'Can a Kishore account be used to invest in a fixed deposit?' 'What is the interest rate offered on a Kishore sb account?'
Food and Agro Processing	'How does crop processing and storage affect my credit score?' 'What are the key challenges faced by food processing businesses in financing?' 'Can I get a loan to set up a food processing and packaging unit?'
IB Education Loan (IBA)	'Can an Educational institution recommend IBA for student loans?' 'How does IBA calculate the EMI for Edu loans?' 'What are the documents required for an Educational loan with IBA?'
IBEX GOLD CARD SCHEME (GCS) FOR EXPORTERS	'Do gold exporters receive a dedicated customer support hotline?' 'Can GCS members utilize the gold card for domestic business purchases?' 'What is the tenure for the short-term export financing under GCS?'
Online Loans	'Do Online Lenders offer loan options for non-resident Indians (NRIs)?' 'What are the benefits of applying for Digital Loans through mobile banking apps?' 'Can I use Digital Credit to finance my home renovation costs?'
Ind Jet Remit (RTGS)	'Is Jet Remit RTGS secure for online transactions?' 'Are there any limits on the number of RTGS transactions per day?' "How do I verify the beneficiary's account details for Jet Remit RTGS?"
OVERDRAFT FACILITY IN SB SALARY A/C“IB INSTA CASH”	'Is Insta Cash Overdraft available for all types of savings salary accounts?' 'What is the eligibility criteria for Insta Cash Overdraft on savings salary accounts?' 'How do I avail OD Insta Cash on my salary account with my bank?'
Specialist Officers Exam Result (SO)	'How to get a duplicate Specialist Officers Exam Admit Card after result?' 'Can I get a reprint of my Specialist Officers Exam Scorecard?' 'SO exam result: What is the role of a specialist officer in banking?'
IMAGE Email Id’s	'Can I update my IMAGE Email Addresses for credit score updates?' 'What is the significance of IMAGE Email Contacts in online banking?' 'What is the importance of IMAGE Email Addresses in online banking security?'
Home Loan Scheme for Economically Weaker Section (EWS), Low Income Group (LIG) and Middle Income Group (MIG) individuals: Urban Areas	'Do Middle-Class Families need to pay a higher EMI for the loan?' 'What is the maximum loan amount for a Weaker Section borrower?' 'How does the Affordable Housing Scheme benefit Low-Income Families?'
MACT SB	"What is the Vehicle Accident Compensation Tribunal's stance on appeals?" 'Can Road Accident Claims Court compensation be deposited directly?' 'Whether Account Trasfer Facility avaliable in Mact SB ?'
Access Restricted	'How do I regain Full Disclosure to my investment portfolio?' 'How do I regain Full Access to my blocked debit card?' 'Can I still transfer funds with Restricted Permissions on my account?'
What and How of Phishing	'Can quid pro quo attacks be used to steal sensitive banking information?' 'How do scammers use clickjacking to steal sensitive banking information online?' 'What are the red flags of a fake bank website designed to steal login credentials?'
Lending rates	'Do banks offer discounted borrowing rates for loyal customers?' 'How do loan rates change for subprime borrowers?' 'How do borrowing rates impact monthly mortgage payments for first-time buyers?'
Sukanya Samriddhi Account	'What is the maximum annual investment allowed in an SSA account?' 'What is the minimum age of the girl child to open a Sukanya Samriddhi Yojana account?' 'Benefits of sukanya samriddhi account scheme?'
Privacy Policy IndOASIS	'Are all bank employees bound by Confidentiality Agreements?' 'What is the purpose of IndOASIS Data Protection Notice?' 'How does IndOASIS Data Protection Policy address cross-border data transfers?'
Welfare of Minorities	'How does the bank ensure Vulnerable Group Protection in lending practices?' 'Can banks play a role in Empowering Minority Entrepreneurs through financing?' 'Do banks offer Minority-Focused Financial Education and Awareness programs?'
Wealth Management Services	'How does a Financial Affluence service help with business succession planning?' 'How does a Wealth Enhancement service identify investment opportunities?' 'Can a Prosperity Development service help me create a legacy?'
Scheme for financing MSMEs for setting up Biomass Pellets manufacturing units	'How do banks facilitate partnership between MSMEs and biomass pellet manufacturers for supply chain financing?' 'What are the benefits of biomass pellet manufacturing unit financing for women entrepreneurs among MSMEs?' 'How do banks evaluate the viability of biomass pellet manufacturing projects for MSMEs?'
How-to Videos Internet Banking	'Do Online Knowledge Sessions cover online mobile banking security best practices?' 'Can Web-based Learning Resources help with online card activation?' 'What do E-learning Modules teach about online bill payments?'
SB FOR CENTRAL / STATE GOVERNMENT / CONSULAR OFFICES & IND PFMS	'What are the interest rates offered on SB Central Govt accounts?' 'How to update my address for an SB Central Govt account?' 'Can I open a joint SB PFMS account with my spouse?'
Mobile Banking/Internet Banking	'Can I apply Overdraft against deposit?'
MD & CEO Speeches / Media Interaction	"How does the MD's statement align with the bank's mission and values?" "Did the top executive's statement provide an update on the bank's capital adequacy ratio?" "What did the CEO's address reveal about the bank's approach to financial inclusion?"
IB Mahila Shakti For Women	'What are the Mahila Empowerment investment options available?' 'What are the benefits of Women Empowerment debit card?' 'How does Mahila Shakti support entrepreneurship among women?'
IND SME Secure	'What is the process for enrolling in Small Business Protection services?' 'What are the benefits of enrolling in Medium Enterprise Security?' 'What is the role of the Business Security Administrator in IND Secure?'
Block Lost Credit Card	'Will block credit card also stop online transactions?' 'What are the consequences of Credit Blocking without notifying the bank?' 'Is Credit Reporting necessary for a misplaced credit card?'
IndSMART: Indian Bank’s Omni channel Mobile App	'What is the minimum OS requirement for the Omni channel App?' 'How do I report a lost debit card on the Omni channel App?' 'Does the Omni channel App support QR code scanning?'
Application Downloads	'In how many languages Loan Application form is available ?' 'Can I use a Digital Content Acquisition service for investment advice?' 'How do I Download an App to manage my credit score?'
MCA Payment	'Is the Company Affairs Payment method available for mobile banking?' 'How do I receive notification for Corporate Affairs Payment confirmations?' 'How does the Corporate Affairs Payment gateway work for online transactions?'
Annual General Meeting	"What is discussed at the annual shareholders' get-together?" "How do I address concerns at the annual shareholder's get-together?" 'What is the purpose of the yearly shareholder gathering in our bank?'
Press Releases	'What is the ideal tone for a banking Proclamation?' 'What is the importance of timely Issuing Statements in banking?' 'How do banks leverage Communiqués for brand awareness?'
Chief General Managers	'Do Chief Executive Officers have the authority to close a bank branch?' 'Can a Chief General Manager resolve customer disputes in a cooperative bank?' 'What are the goals of a Chief General Manager in a digital banking platform?'
Jewel Loan: Unlock the Value of Your Gold for Financial Flexibility	'How does Jewellery Wealth Financial Flexibility loan work for pensioners?' 'Can I take a Jewel Studded Financial Freedom loan against my gold coins?' 'Are Jewellery Financial Freedom loans available for NRIs?'
“IND Corp SB Eliteâ€ Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI)	'Free Personal Accidental Insurance cover benefits offered under Payroll package scheme ?' 'Can I get a credit card with the Corp SB – ELITE account?'
IND SUPREME 300 DAYS	"What is the Premier 300-Day Deposit Scheme's tenure flexibility?" 'Is the Ultimate 300 Day Savings Plan available for minors?' 'Can I convert my savings account to a Paramount 300-Day Fixed Deposit?'
Fixed Deposit	'What is the minimum investment for a Fixed-Income Deposit?' 'How do I choose the right Deposit scheme for me?' 'What are the benefits of a Short-Term Deposit for businesses?'
Derivatives	'How do Financial Contracts benefit customers with fluctuating income streams?' 'How do Total Return Swaps work in investment portfolios?' 'Can Future Contracts be used to speculate on market prices?'
Important Contacts	'How does the bank use Customer Contacts for communication?' 'Can I designate multiple Contact Information for different services?' 'What is the purpose of maintaining Customer Contacts in online banking?'
Awards & Accolades	'What Honors has the bank received for its community development initiatives?' 'How do Accolades impact customer trust in banking institutions?' 'What Prestigious Awards has the bank won for its financial inclusion initiatives?'
Say No to Queues and Yes to Fastag!!!!!	'Can I use Rapid Pass for online banking services?' 'How does Express Banking benefit busy customers?' 'Will No Delay Banking reduce waiting time?'
Nomination: A Must Have in Your Accounts	'Does a successor have immediate access to my account after my demise?' 'What is mean by Nomination?' 'Is it mandatory to specify an heir in a current account?'
Investor Grievances	'What are the key reasons for Investor Disaffection with banks?' "Can I seek Compensation for investment losses due to bank's negligence?" 'Can I report an Anomaly in my investment portfolio to the bank?'
New SB Product for Salaried Customers IND SALARY SURAKSHA	'Accidential insurance cover On Debit Card in Salary suraksha?' 'What is the maximum withdraw at other bank atm in salary suraksha?' 'Income criteria for vechicle loan ?'
IB HARIT	'Can Current Account Data be used for insurance purposes?' 'What is the Harit cc limit?' 'Can Current Account Data be used for wealth management?'
Capital Gains SB account	'Are there any tax benefits associated with a Capital Gains Savings account?' 'What is the maximum amount I can deposit in my Capital Gains SB account?' 'How does a Capital Gains Savings account benefit long-term investors?'
Welcome aboard!	'What perks come with being on board our premium banking package?' 'How do I take advantage of ladles special schemes?' "Taking the first step: what's the onboarding process like?"
Media Speaks	'What are the benefits of Media Appearances for banking brands?' 'What is the importance of Radio Coverage in banking education?' 'How does Media Commentary on banking news influence customer behavior?'
IB Home Loan	'What is the maximum House Financing amount I can borrow?' "What is the foreclosure process for IB's Housing Loans?" "What is the repayment tenure for IB's Villa Loans?"
Privacy Policy Corporate Merchant App	'What is included in the Corporate Identity Verification Process Policy?' 'What happens if I violate the Corporate Identity Protection Agreement?' 'What is the purpose of the Corporate Information Sharing Policy?'
MSME DIGI Jewel Loan and Jewel Loan (Re-Pledge)	'What is the repayment tenure for MSME DIGI Jewel Loan?' 'How does MSME DIGI Jewel Loan work for gold ornaments?' 'How does Micro Small Medium Enterprises jewel loan help in business growth?'
ATM / Debit Cards	'Can I use my Bank Card to transfer money to another account?' 'Can I use my Bank Debit Card to pay bills online?' 'How do I request a new Debit Card with a different design?'
IB Golden Ager Term Deposit Product for Super Senior Citizens	'What is the penalty for early withdrawal from Golden Ager Deposit?' "How does IB Bank's Golden Ager Deposit help Super Senior Citizens?" 'Can I get a higher interest rate for Jewel Ager Deposit?'
Investor Guide / FAQ	'How do I navigate the Investor FAQ section on the website?' 'Is the Investor Information section secure and confidential?' 'Is the Investor Information section updated regularly?'
Life Insurance	"What is the role of Endowment Insurance in a bank's wealth management services?" "How does a bank's Income Protection Insurance policy replace lost income?" 'Can I customize my Funeral Expense insurance policy through online banking?'
IND Non-Callable Deposit	'Can I withdraw from a Fixed-Term Deposit prematurely?' 'Can I open a Joint Non-Liquid Deposit account?' 'Is a Non-Redeemable Deposit a low-risk investment option?'
Short Term Deposits	'What are the benefits of a Limited-Time Deposit for senior citizens?' 'How do I open a Brief Deposit scheme with my bank?' 'Availability of Preclosure facility and penalty for short term deposit'
Service Charges	'What is the Fee Structure for overdraft services in this bank?' 'Can I avoid the Charges for account overdrafts?' 'How do I calculate the Tariffs for international transactions?'
Service Charges on ATM Services	'How to escalate a debit Charges dispute?' 'Do debit Charges apply for ATM cash deposits?' 'How to check my debit Charges statement online?'
Privacy Policy IB Merchant App	'How does the Merchant App Privacy Policy handle data breaches?' 'What rights do I have under the Merchant App Privacy Policy?' 'What is the scope of the Merchant App Privacy Policy in online banking?'
Scheme on financing Manufacturers / Suppliers / Vendors of Solar panels and other ancillary products	"What are the benefits of the bank's financing scheme for Solar Panel Accessories Wholesalers?" 'What financing options are available for Solar Panel Assembly Unit Owners?' 'Can Green Technology Component Suppliers avail financing for their capital expenditures?'
IB Doctor Plus	'How does Medical Professional Plus facilitate bill payments?' 'What is the purpose of Hospital Specialist Plus in budgeting?' "How does Doctor's Office Plus assist in account consolidation?"
RFC TERM DEPOSIT Rates	'Do all banks offer a Risk-Free Fixed Deposit calculator online?' 'Can I get a Fixed Return Investment with a debit card?' 'Can I convert my savings account to a Fixed Deposit account?'
QIP WEBSITE DISCLAIMER	'What are the implications of the Qualified Institutional Placement Disclaimer on customer trust?' 'Is the QIP Disclaimer a standard clause in banking agreements?' 'Does the Placement Disclaimer affect my investment returns?'
LOAN AGAINST LEASE RENTALS	'What are the benefits of availing Loan Against Lease Rent in banking?' 'Can I get a Loan Against Lease Rentals for a new business venture?' 'How to calculate Loan Against Lease Rentals eligibility based on Lease Rent?'
IMPORTANT TERMS AND CONDITIONS CA	'How do I access the T&c Current Account disclosure?' 'Are Current Terms Conditions applicable to international transactions?' 'Who is responsible for understanding Current Conditions of my loan?'
Termination Clause Mobile Banking (IndSmart)	'What are the grounds for terminating my IndSmart account?' 'Can I request a waiver of the Discontinuation Provision?' 'Can the Cancellation Provision be waived by the bank?'
PMMY-MUDRA-Tarun Plus	'Is Pradhan Mantri Tarun Plus scheme available for all industries?' 'What are the features of PMMY Tarun Plus scheme?' 'Is Pradhan Mantri Tarun Plus scheme only for existing businesses?'
Jaffna Branch	'Is the Jaffna Provincial Hub wheelchair accessible?' 'How do I check my account balance at the Jaffna Provincial Center?' 'How long does it take to process a transaction at the Northern Provincial Office?'
Money multiplier Deposits	'Is a Money multi Deposit a type of time deposit?' 'What are the risks associated with a Money multi Deposit?' 'Money Multiplier Deposits ?'
Financing Agriculturists for Purchase of Tractors & Other Farm Machinery	'Can an agriculturist get a loan to upgrade his existing Agri Machinery?' 'What is the repayment tenure for an agri Tractor loan?' 'How do banks assess creditworthiness for Farm Equipment financing?'
IND HEALTH CARE	'Are there any special offers for Health and Wellness products?' 'How do I claim Medical Benefits using mobile banking?' 'Can I use my Sanitation Services card for online transactions?'
Indian Bank, IFSC Banking Unit, GIFT City	'How do I track my IFSC Banking Unit account transactions online?' 'Are there any charges for using IFSC Banking Unit GIFT City services?' 'What are the benefits of having an IFSC Banking Unit account for NRIs?'
IB Vehicle Loan	'Can I get a Motor Loan if I am a non-resident Indian?' 'Is there a minimum income requirement for a Car Loan?' 'How long does it take to disburse a Two wheeler Loan?'
Centralized Pension Processing Centre	'How to contact bank regarding pension center doubts?' 'How does the Centralized Pension Processing Centre ensure secure pension payments?' 'How does the Centralized Pension Processing Centre process pension payments?'
Investors Services Center	'Can the Investor Solutions Center help with online banking issues?' 'Can Shareholder Support Center help me with account opening?' 'Can the Capitalist Support Team help with account closures?'
National Common Mobility Card (NCMC)	'Can I use my National Mobility Card for transactions on private buses?' 'How does a National Mobility Card eliminate the need for cash transactions?' 'Can I link multiple bank accounts to a single contactless card?'
IB Loan against Sovereign Gold Bond	'Can I get a loan against my Sovereign gold bond for a medical emergency?' 'Can I use my Sovereign jewel Bond as collateral for a business loan?' "Can I get a loan against my Sovereign jewelry Bonds if I'm self-employed?"
Services rendered free of charge	'Do complimentary online banking services include bill pay?' 'Do zero-fee mobile deposit services require a smartphone app?' 'Do free online statements require paperless enrollment?'
Agricultural Jewel Loan Scheme	'Do I need to provide collateral for Agri Jewelry loan application?' 'What are the benefits of Agri Jewelery loan for women farmers?' 'Can I use the Agri Jewel Loan Scheme for crop financing?'
IND KISAN SAUR SHAKTHI (PM KUSUM) Additional Component (Component C- Feeder level Solarisation)	'What are the eligibility criteria for Feeder level Solarisation scheme?' 'Is the Solar Shakthi scheme available to all farmers in India?' 'Does my farm qualify for the Solar Feeder Level Component subsidy?'
Lending rates for Export Credit	'Do Export Import Credit rates vary depending on the type of goods exported?' 'How do Export Trade Facility rates impact profit margins for exporters?' 'What determines Foreign Trade Loan interest rates for small business owners?'
Education Loan Subsidy Schemes	'Do all education subsidy schemes require a co-borrower?' 'Can NRI students avail Educational compensation from Indian banks?' 'What are the tax benefits associated with Academic subsidy schemes?'
Lending rates for Retail Assets	'Can I get a better rate on a Travel Loan with a cosigner?' 'What are the current interest rates for Personal Loans at this bank?' 'Can I negotiate the RV Loan interest rate with the lender?'
IND Rupee Gain	'What is the role of interest rates in Rupee Gain calculation?' 'Can I earn IND Currency Gain on my credit card bill payments?' 'Can I earn IND Rupee Growth on my online banking transactions?'
IB i-Freedom Current Account	'What is the daily withdrawal limit on an i-Freedom Current Account?' 'Who are the eligible customer for IB i-Freedom Current Account?' 'Can I use my i-Freedom Account to pay bills online?'
Dairy Loan	'Are there any tax benefits associated with a Whey Loan?' 'How do I calculate the EMI for a Cream Loan?' 'Are there any restrictions on using a Ghee Loan for personal expenses?'
e Payment of Direct Taxes	'Can I use a prepaid card for Direct Taxes Online Payment?' 'Can I use a digital wallet for Direct Taxes Online Payment?' 'Can I make an Online Direct Tax Payment from a joint account?'
IB PROFESSIONAL	'How do Professionals in IB prioritize customer needs and preferences?' 'What role do Professionals play in risk management for customers?' 'What skills do Career advisors need to succeed in investment banking?'
External Sites	'Do External Websites have separate terms and conditions?' 'Can I save my login credentials on External Websites?' 'Can I use my existing login credentials on External Websites?'
IB Smart Kid	'What is the smart SHISHU deposit scheme all about?' "Can a parent receive account alerts for their clever child's account?" 'Are there any special benefits for a clever child graduating high school?'
IndOASIS Checksum	'What are the consequences of sharing my IndOASIS Checksum with others?' 'Shopping and Entertainment related Services in Ind Oasis Sceme?' 'Why is Ind OASIS Checksum required for high-value transactions?'
IND NAVYA	'Does TidalWave Financial Systems provide online tax payment services?' 'How does Tidal Financial Technologies support online savings accounts?' 'How does Surge Financial Technologies support online loan applications?'
IndSMART	'Can Intelligent Decision Support and Risk Taking Analytics improve investment decisions?' 'How does Integrated Securities Management and Risk Tracking aid in compliance reporting?' 'What are the features of Innovative Securities Risk Management and Tracking Systems?'
IB CONTRACTORS	'What are the advantages of a construction loan for freelance constructors?' 'How do freelance constructors benefit from our online banking platform?' "Can a construction company use our bank's merchant services?"
Interest Rate for Agri Products	'What is the average Agri Product rate offered by banks in my region?' 'How do Agri Product rates vary for different farm sizes and scales?' 'Can I get an Agri Product rate loan for purchasing farm equipment?'
Internet banking	'Can I apply for a loan through Digital Banking?' 'How do I track my transaction history on Online Banking?' 'Is Online Banking available 24/7?'
Add to your Financial Stability with IND Shakti 555 days	'Is Financial Stability IND Shakti suitable for senior citizens?' 'Can IND Shakti 555 days in banking help me achieve my financial goals?' 'How to open an IND Shakti 555 days in banking account online?'
Investor / Analyst Presentation	'How does the Financial Roadshow impact investor decisions?' 'What happens during the Investor Site Visit?' 'How often are Investor Meetings held?'
Subsidiaries and Joint Ventures	"Can I use an Allied company's online banking platform for bill pay?" 'How do Allied companies share customer data in banking?' 'Can I get a loan from an Affiliate bank with a lower interest rate?'
KCC Marine Gold Scheme	'What is the interest rate on Naval Agricultural Credit Card?' 'What documents do I need for Oceanic Kisan Credit Card application?' 'What is the eligibility criteria for Oceanic Agricultural Credit Card?'
Re-KYC: Periodic Update of KYC Details	'What are the consequences of not completing Periodic KYC updates?' 'What if I have multiple bank accounts, do I need to do Re-KYC for each?' 'What documents are required for the Re-KYC Periodic Update of KYC Details?'
Death Claim Settlement	'What is Survivor Benefit Settlement?' 'Fatal Injury Insurance Claim: What is the maximum coverage amount?' 'What is the average time frame for a Death Claim Resolution?'
IB Vidyarthi Suraksha (With PNB-Metlife)	'How to renew my Student Suraksha insurance policy with PNB Metlife?' 'Can I purchase Student Insurance policy for my sibling?' 'How does Vidyarthi Suraksha policy benefit students in India?'
Deposit Rates	'Can I earn a higher Seeding Rate by setting up automatic transfers?' 'What is the impact of a Deposit Rate cut on the economy?' 'How does a Deposit Rate hike affect my investment portfolio?'
IB MY OWN SHOP	'How do I order checks for my department store?' "What is the daily withdrawal limit for my mart's debit card?" "Can I manage my boutique's finances through internet banking?"
Lab Grown Diamond Scheme	'Can I use my lab-grown diamond as collateral for a home loan?' 'Can I get a loan to purchase a lab-grown diamond for personal use?' 'What documentation is required to apply for a man-grown diamond loan?'
Applications supported by Blocked Amount (ASBA)	'How do banks validate ASBA Supported Applications for accuracy?' 'What are the benefits of using Applications supported Blocked for IPOs?' 'Are ASBA Supported Applications available for all types of investment products?'
N R I / Foreign Exchange	'Can I open a Foreign Currency Exchange account online?' 'What are the risks associated with N R I Exchange transactions?' 'How do I monitor Foreign Exchange market fluctuations?'
Managing Director & CEO’s Profile	"Can the MD & CEO's Profile influence banking policies?" "How does the Managing Director's Profile impact stakeholder relationships?" "How does a CEO's Profile reflect on banking services quality?"
Loan for Purchase of “Van / Minibus / Bus / Ambulance” to Institutions / Firms / PSU / Company / Hospitals	'Can a Company-owned ambulance opt for a balloon loan repayment?' 'What is the loan processing fee for Minibus firm applications?' 'Can Van Institutions apply for loan online or offline?'
NPS VATSALYA	'What are the documents required to open a National Pension VATSALYA account?' 'Can I open a National Pension VATSALYA account online?' 'Can I invest in National Pension VATSALYA through my employer?'
Fixed ROI for Retail Loans	'How does a fixed-yield loan affect my loan repayment schedule?' 'How does a stable interest rate loan impact my credit score?' 'What are the benefits of a fixed-return loan for senior citizens?'
Savings Bank Account for Pensioners	'What is the customer care number for Savings Pensioners account queries?' 'Can I link my Saving Pension account to a fixed deposit?' 'What are the documents required to open a Saving Pensioner account?'
NRE and RFC SB interest Rates	'What is the interest rate on Resident Foreign Currency savings accounts for seniors?' 'What is the current interest rate offered on Non Resident External savings accounts?' 'Can I get door-step banking services for my Resident Foreign Currency account?'
Policies and Regulations	"Can a bank's Regulatory Frameworks for AML be customized?" "Can a bank's Procedures for verifying customer identity be streamlined?" 'What are the Principles governing account opening procedures?'
Terms and Conditions Indian Bank Digital Rupee	'Are the Terms & Conditions Digital Rupee available in multiple languages?' 'What are the Rules Digital Currency for daily spending limits?' 'Can I terminate my Digital Rupee account due to Terms & Conditions Digital Currency?'
Motor Accident Claim Tribunal Deposit(MACAD) Scheme	'What is the purpose of Vehicle Accident Claims Tribunal Deposit Scheme?' 'What is the process for claiming Motor Accident Claims Tribunal Deposit amount?' 'Information about Motor Accident Claim Tribunal Deposit Product?'
NEFT	'Can I initiate an Online Money Transfer to an account in another country?' 'Is Online Fund Transfer available 24/7?' 'Other Requirements/Details in National Electronic Funds Transfer ?'
Doorstep Banking	'Want information about door step banking.' 'What is the process for doorstep banking password reset?' 'Do entranceway banking services offer personalized financial advice?'
SHG GRIHALAKSHMI (Housing Loan to SHG Members)	'Is Grihalakshmi home loan available for SHG Members with low income?' 'What is the prepayment policy for SHG Grihalakshmi housing loan?' 'How does SHG Grihalakshmi housing loan promote affordable housing?'
Reverse Mortgage	'Are there any tax implications with a Reverse Mortgage Loan?' 'Can I use a Home Equity Loan to pay for long-term care?' 'How does a Reverse Annuary Mortgage work with an existing mortgage?'
IB RERA Current Account	'What is the RERA Current account maintenance fee?' 'What is the maximum cash withdrawal limit for RERA Current accounts?' 'Eligible customer for IB RERA Current Account?'
Shareholding Pattern	'What is the current Equity Pattern in XYZ Bank?' "Can a change in Equity Pattern impact bank's management team?" 'What is the significance of Shareholding Distribution in banking sector?'
NRI and Forex	'How do I track the Exchange Rate of Foreign Currency Exchange for my transactions?' 'What are the exchange rates for Non-Resident Indian Currency Exchange services?' 'What are the benefits of Non-Resident Indian Foreign Exchange accounts for expatriates?'
Corporate Governance	'Do Governance Mechanisms improve banking transparency and accountability?' 'How does Business Governance impact banking product development?' 'Can Corporate Direction settings enhance banking customer experiences?'
Agricultural Godowns / Cold Storage	'How do banks determine the creditworthiness of a warehouse owner?' 'How do banks monitor the use of a financed agri warehouse?' 'Can I use my warehouse as collateral for a non-agricultural loan?'
Government Sponsored Jan Suraksha Schemes: Trio Pack for Your Financial Security	'How does the govt Sponsored Jan Suraksha scheme provide coverage for disabilities?' 'Can I avail a loan against my Jan Suraksha Trio Pack scheme?' 'Can I avail reg. suraksha service along with my existing life insurance policy?'
MSME AUTO RENEWAL	'What are the benefits of MSME AUTO RENEWAL for women entrepreneurs in banking?' 'Is MSME RENEWAL mandatory for all micro enterprises in the banking system?' 'How does MSME AUTO RENEWAL impact the credit limit of small businesses in banking?'
Nodal Officers- Customer service	'Can you give me email id for nodal officers?' 'What is the turnaround time for Service Request officers to respond?' 'What are the key performance indicators for Customer Support Executives?'
NRI INFO BEAM Monthly Newsletter	'Is the NRI INFO BEAM Monthly Newsletter available in multiple languages?' 'Can I share the NRI Newsletter with friends and family?' 'What is the frequency of special editions of the Monthly NRI INFO BEAM Update?'
Vision and Mission	"What is the bank's Aspiration for improving customer onboarding experience?" 'What is Vision And Mission of Indian Bank ?' "What is the bank's Next steps for improving online banking security?"
Login procedure for Mobile Banking	'Is the Mobile Banking Secure Login Process user-friendly?' 'What are the steps for the Mobile Banking Access Process?' 'Can I customize my Mobile Banking Login Experience?'
TERMS AND CONDITIONS-TERM DEPOSIT ACCOUNT	'Are Terms & Conditions Term Deposit accounts government-insured?' 'Can I withdraw from a Term Deposit if I violate rules?' 'What is the minimum balance for Terms & Conditions Term Deposit?'
Unleash your Entrepreneurial Skills with Indian Bank’s MSME Loans	'What is the repayment tenure for MSME loans offered to Solo Founders?' 'Can Artisanal Ventures use MSME loans for capacity expansion?' 'What is the documentation required for Small and Medium Enterprises (SMEs) to apply for MSME loans?'
First Quarter Financial Results 2024-25	'Will Preliminary Quarter Performance influence investment product offerings?' 'What do Opening Quarter Results imply for small business credit card applications?' 'What do Preliminary Quarter Results predict for student loan refinancing?'
IND EQUIPMENT & WHEELS (CE/CV) scheme	'What are the features of Industrial Vehicle financing under CE/CV scheme?' 'Can I get a loan for Industrial Machinery under CV scheme for business expansion?' 'Can I get a loan for Industrial Wheels under IND EQUIPMENT & WHEELS scheme?'
IB CORP SB Payroll Package Scheme for Salaried Class	'Can I access my payroll account online through net banking?' 'What are the charges for using Corp Payroll debit cards?' 'What are the requirements for Corporate Savings Scheme eligibility?'
IB Produce Marketing Loan Loan Against eNWRs	'Is Produce Marketing Loan Against eNWRs available for all types of agricultural produce?' 'What are the fees associated with Agricultural Produce Loan Against eNWRs?' 'What is the role of banks in Electronic Negotiable Warehouse Receipts financing?'
Customer On-Boarding using TAB	'What information is collected through the TAB Onboarding process?' 'What are the advantages of using a cloud-based Onboarding Tab?' 'Can the registration tab be accessed via mobile devices?'
F.A.Qs	'What are the Most Frequently Asked Questions about personal loans?' 'How do I access the Frequently Asked Questions section on my mobile device?' 'Are there any Recurring Enquiries about mobile banking apps?'
Dividend Details	'What is the impact of dividend reinvestment on my Dividend Details?' 'Can I receive Dividend Details via email or SMS?' 'Can I request a paper copy of my Dividend Details statement?'
KCC Gold Plus	'Can I get discounts on loan interest rates with my Prime Membership?' 'Can I get personalized investment advice with a Luxury Membership?' 'Are there any exclusive discounts for holders of a Superior Card?'
Forex Rates for Treasury	'How does Currency Regulation impact our international payment processing?' 'How does the Exchange Rate Mechanism affect our cross-border transactions?' 'What is the significance of International Liquidity Management in treasury operations?'
CONTACTS FOR QUERIES	'What are the Customer Support Contacts for online banking password reset?' 'How do I reach Customer Care Teams for Queries about investment portfolio tracking?' 'How do I reach Help Desk for Queries regarding my account statement?'
NRI Plot Loan	'What is the foreclosure procedure for a non-resident property loan?' 'What is interest rates on NRI Plot Loan ?' 'What is the minimum plot size required for an NRI property loan?'
Home Loan to Corporate Entity	'How does a home loan for a Corporate Entity affect business cash flow?' 'Can a Business Entity use a home loan to purchase a second home?' 'Can a home Corporate entity get a loan for a rental property?'
Recurring Deposit	'Can I take a Regular Deposit loan against my account?' 'Can I open a Regular Savings Plan online?' 'How to check the balance of a Recurring Deposit account?'
Kisan Credit Card (KCC) Animal Husbandry and Fisheries	'Can I use my Kisan Credit Card for Fisheries to pay for fishing equipment maintenance?' 'What benefits does an Animal Husbandry Kisan Credit Card offer to farmers?' 'How do I activate my Kisan Credit Fisheries Card?'
Block Lost ATM Card	'Can I Block Lost ATM using phone banking?' 'Is it necessary to Block ATM in case of theft?' 'Can I request Block Lost Debit Card if card is damaged?'
INDIAN BANK MUTUAL FUND	'Can I invest in Indian Bank MF through mobile banking?' 'What is the risk involved in investing in Indian Bank Investment Funds?' 'What are the fees associated with Indian Bank Investment Funds?'
E Confirmation of Bank Guarantee	'What is E Confirmation Of Bank Guarantee ?' 'What are the benefits of an E-confirmation Guarantee for exporters?' 'What are the eligibility criteria for an e-Confirm Guarantee?'
Customer Centric Services	'How can Human-Centered Banking improve customer engagement?' 'How does Personalized Banking improve customer experience?' 'What is the importance of User-Centric Design in mobile banking apps?'
Defending Against Rising Online Frauds: Stay Cyber-Safe!	'What are the most common types of rising frauds in mobile banking apps?' 'What are the warning signs of Phishing scams in online banking transactions?' 'How can I avoid becoming a Whaling target in online banking?'
IB Home Loan Flexi	'Is the Residential Flexi loan available for self-employed individuals?' 'Is the Flat Flexi loan available for non-resident Indians?' 'Can I prepay my Home Flexi loan without incurring any penalties?'
Welcome to a New Year of Good Returns with Ind-Swagat	'Is Indian Hospitality available for non-resident Indians?' 'What is Ind-Swagat in indian bank?' 'What is the eligibility criteria for Indian Welcome Offers?'
BSBDA AND SMALL ACCOUNT	'What are the advantages of switching to a Small Savings Account?' 'Can I use my Small Savings Account for mobile payments?' 'Can I convert my Existing Savings Account to a Basic Savings Account?'
Interest Rates on SB / NRO / NRE Accounts	'How often is interest compounded on Ordinary Non-Resident accounts?' 'What is the maximum interest rate offered on External Non-Resident accounts?' 'Can I earn interest on my Non-Resident Ordinary account in India?'
Ind Lakhpati Didi Scheme	'What are the benefits of the Millionaire Didi scheme for homemakers?' 'What are the benefits of the Millionaire Didi scheme for working women?' 'Can I open a Millionaire Women savings account online?'
FCNR (B) Accounts	'What is the minimum balance required for a Foreign Currency Account?' 'How do I update my address for my Non-Resident External Account?' 'How does a Non-Resident Foreign Currency account help me manage funds?'
IND PASHUDHAN Mitra- Animal Husbandry Infrastructure Development Fund (AHIDF)	'What kind of training and support does the AHIDF provide to farmers?' 'How does the AHIDF benefit the rural economy?' 'Can I use the Pashudhan Mitra Fund for expanding my existing farm?'
IMAGE	'Can I take a photograph of my deposit slip to submit online?' 'Can I take a screenshot of my account activity to submit to customer support?' "What is the bank's policy on accepting a facsimile of my identification?"
DISPLAY OF INFORMATION SECURED ASSETS POSSESSED UNDER THE SARFAESI ACT 2002	'What covers under UIIC?' 'Information about The Sarfaesi ACT 2002?'
Common Account Opening Form-Non Individuals	'What documents are required to submit a Corporate Account Establishment Application?' 'Who signs the Business Account Setup Request for a partnership firm?' 'How can I use lockers after opening?'
Online Services	'How do I view my account balance using E Banking?' 'What are the advantages of Internet Banking over traditional banking?' 'What are the Digital Banking options for international transactions?'
Agri Clinic and Agri Business Centres	'How does Agri Business Centre promote agricultural innovation?' 'How does Agriculture Business Centre support agro-processing businesses?' 'How does Farm Clinic support organic farming practices?'
IND MSME VEHICLE	'What is the minimum loan amount for MSME Vaahan loan?' 'What are the documents required for Small Enterprise Vahan loan?' 'Can I use MSME Vehicle loan for vehicle fuel expenses?'
Customer Complaints / Awareness	'What are the key performance indicators for measuring Customer Feedback in banking?' 'What is the process for escalating Customer Complaints to the banking ombudsman?' 'What are the benefits of implementing a Customer Complaint Awareness program?'
IMAGE Training Philosophy	"How does IMAGE's Educational Doctrine impact customer loyalty?" 'Can you describe the Instructional Strategy used in IMAGE for customer service?' "How does IMAGE's Educational Paradigm affect customer acquisition?"
BE Safe in Your Cyber Behaviour	'Are there any Internet Safety Rules for online banking transactions?' 'What are the Cybersecurity Best Practices for banking customers?' 'Can you explain the Importance of Cyber Awareness in banking?'
What’s New?	'What recent developments have improved online banking security?' "What's the latest update on travel insurance and protection services?" "What's the news on new banking features and services?"
IB Plot Loan	'Do you provide a terrain loan for land purchase by a partnership firm?' 'What is the eligibility criterion for availing a parcel loan from your bank?' 'What is the lock-in period for a parcel loan from your bank?'
Capital Gains	'Do I need to pay tax on Appreciation of My Assets?' 'How to report Unrealized Gain on my investment portfolio?' 'Minimum and Maxmimum period in Capital Gains?'
IND COURT	'Are judicial remedies available for online banking fraud?' 'Can a judicial order force a bank to waive fees?' 'What is the process for resolving disputes in the Tribunal?'
IB Tax Saver Scheme	'What are the Tax Relief benefits for salaried individuals?' 'Can I get Tax Savings on investments made through phone banking?' 'What are the features of the Tax Saver scheme for young investors?'
Supply Chain Finance	'How does Supply Chain Finance reduce the risk of foreign exchange fluctuations?' 'What are the different types of Supplier Financing solutions offered by banks?' 'What are the eligibility criteria for Supplier Finance programs?'
How to Save Tax 101: A Comprehensive Guide to Tax Saving Investment Options	'How do exemption schemes aid in fiscal prudence for the average salaried individual?' 'How many types tax-saving investments 101 be broadly categorized ?' 'Fiscal Planning 101: Can I claim deductions on charitable donations?'
SOVA Android Trojan ALERT!!	'Can the SOVA Trojan Alert steal my banking login credentials?' 'How does the SOVA Android Trojan ALERT exploit banking app vulnerabilities?' 'What is the impact of the Android SOVA Trojan Warning on mobile banking security?'
NRE SB ACCOUNTS	'Can I use my NRE SB account for bill payments?' 'What is the maximum amount that can be deposited in an NRE Savings account?' 'Is an NRE SB account suitable for students studying abroad?'
Indian Bank Prepaid Card App Terms and Conditions	'How do I update my personal info under the T&C Prepaid Card App?' 'Can I waive the Terms & Conditions Prepaid Card App fees?' 'What are the Prepaid Card App Rules for foreign transactions?'
Internet/Mobile/Tele Banking	'Does e-transaction facility require a separate registration?' 'Can I request for a cheque book through digital channel?' 'What is the procedure for updating my personal details online?'
Special Non-Resident Rupee Account (SNRR)	'Can I use my SNRR account for trading in Indian stock markets?' 'Can I receive dividends from Indian companies in my non-resident Rupee account?' 'Are there any restrictions on using an Exclusive currency account for international transactions?'
Bharat Aadhaar Seeding Enabler	'How does the Aadhaar Linking Enabler improve account accessibility?' 'How does the Bharat Aadhaar Seeding Enabler reduce fraud risk?' 'Can I use the Aadhaar Seeding tool for pension account linking?'
How-to Videos Mobile Banking	'Can On-the-Go Demos walk me through mobile banking account setup?' 'How do Pocket Video Tutorials assist with mobile bill pay scheduling?' 'How do Cellular Tutorials help with online banking registration on my smartphone?'
IND-SME EASE	'How does Industry-Specific Made Easy banking solution aid in cash flow management?' 'How does Made Easy for Small and Medium Enterprises system facilitate customer support?' 'Does Easy Solution for Small and Medium Enterprises support digital wallets?'
DISPLAY OF INFORMATION SECURED ASSETS POSSESSED UNDER THE SARFAESI ACT 2002	'What are the Penalties for Non-Compliance with Secured Assets Disclosure?' 'What are the Consequences of Non-Disclosure of Secured Assets by banks?' 'How does a lender Handle Customer Queries on Mortgaged Assets?'
Merchant UPI QR Code	'Steps for IB Corporate Merchant e-Rupi Redemption Application ?' 'What are the benefits of using UPI QR Code Merchants for small businesses?' 'Is UPI Payment Code secure for transactions?'
Doorstep Banking: Your Convenience, Our Priority	'What are the prescribed Quarterly Average Balance requirements for PFMS or Other accounts in Metro/Urban and SU/Rural areas?' 'Do doorstep banking agents offer doorstep pickup services for document submission?' 'Can doorstep financial advisors assist with tax planning and returns?'
Home Loans: A Strategic Move to Preserve Your Savings	"How does a home shrewd strategy impact one's overall financial well-being?" 'Is a residential intelligent investment a viable option for first-time buyers?' 'Can a housing shrewd plan really help reduce loan repayment tenure?'
Annual Reports	'When will I receive my Annual Account Review?' 'What is the difference between an Annual Report and a quarterly report?' 'What is the purpose of the Annual Banking Disclosure?'
DEAF Transaction List	'How far back can I view my Electronic Account File Transactions?' 'Can I access my Electronic Account File Transactions from last year?' 'Can I export my Electronic Account File Transaction list to Excel?'
Analyst Coverage on Bank’s Share Price	"Can a Price Analyst Report influence a bank's market value?" 'What is the correlation between Analyst Coverage and bank profitability?' "What is the role of Stock Coverage in a bank's M&A decisions?"
Point of Sale (PoS)	'How to avail Indian Bank Soft PoS?' 'How do I know if a merchant uses a PoS terminal?' 'Can I use my debit card at a Point Sales terminal?'
PSB LOANS IN 59 MINUTES	'Can I apply for a PSB 59minute loan with a co-applicant?' 'Can I get a business loan through PSB 59minutes?' 'What are the documents required for a Public Sector 59 Minute loan?'
MSME	'Can I get a business credit card for my Small and Medium Enterprise?' 'What are the features of a Small Business Services current account?' 'Can I get a merchant services account for my Small and Medium Enterprise?'
Corporate credit	'How do Banks verify Corporate Creditworthiness?' 'What are the benefits of Commercial Financing options for small enterprises?' 'Can Business Credit Cards be used for international transactions?'
IndOASIS Terms and Conditions	'What are the consequences of not complying with T&c IndOASIS?' 'Can I request a physical copy of the IndOASIS Terms and Conditions document?' 'How do I dispute unauthorized transactions under IndOASIS Terms Conditions?'
IND SAMPOORNA SALARY PACKAGE	'How does the salary package differ for contract and permanent employees?' 'Can I expect a salary package hike during increments?' 'Can I opt for a customized compensation package?'
IMAGE Computer Centre	'How does the IT Facility handle customer data security threats?' 'What is the function of the Electronic Institute in online payment processing?' 'How does the Digital Facility handle customer online banking complaints?'
Credit Cards	'Can I use my Rupay-Select Card for online transactions?' 'Can I use my platinum payment card for contactless payments?' 'How does a borrowing card affect my credit score?'
Digital Banking Unit: Shaping the Financial Future of India	'Can Digital Financial Innovation improve customer engagement?' 'Can Virtual Banking Systems increase customer retention rates?' 'Will Cyber Financial Solutions reduce the risk of fraud?'
Variable Recurring Deposit	'Can I open a Variable Recurring Deposit account online?' 'What are the documents required to open a Variable Installment Deposit account?' 'Can I open a Joint Adjustable Periodic Deposit account with my spouse?'
NETC FASTag	"Can I use my bank's ATM to recharge my FASTag?" 'Can I use my debit card to recharge my NETC Toll Tag?' 'Can I recharge my National Electronic Toll Collection FASTag using mobile banking?'
Corporate Governance Reports	'What role does Management Transparency play in preventing banking fraud?' 'What role does Board Oversight play in preventing banking crises?' 'What role does Institutional Integrity play in preventing banking fraud?'
Audio/ Video Recording/Concall Transcripts	'What is the format of Recorded Audio Files in banking?' 'How does the bank store Call Audio Transcriptions for future reference?' 'Are Audio Recordings of Client Conversations used for coaching purposes?'
Regulatory Disclosures Section	'What Regulatory Details are required for online banking registration?' 'Can I customize the Regulatory Disclosures Section for my business account?' 'Where can I find the Regulatory Information about fees and charges?'
Personal Loan	'Do I need a guarantor for an Unsecured Loan?' 'What is the interest rate on an Unsecured Loan for self-employed individuals?' 'How long does it take to process an One-to-One Loan application?'
Salary Loan IB Clean Loan to Salaried Class	'What is the processing fees for clean loan to salaried class ?' 'Purpose for giving Overdraft Facility In Saving Bank Salary Account?' 'Documents to be submitted for clean loan to salaried class ?'
SHG Bank Linkage Programme Direct Linkage to SHGs	'Can SHGs avail overdraft facility through Collective Banking Linkage?' 'Can an SHG avail loan for agriculture purposes through Group Banking Link?' 'How does Micro Credit Group Linkage Programme promote financial literacy?'
IB Sammaan	'How do I apply for the Glory gold credit card?' 'Does the Dignity deposit scheme offer higher interest rates for seniors?' 'What are the features of the Esteem platinum credit card?'
IB Home Loan Plus	'Is Flat Plus loan applicable for self-employed individuals?' 'Can I get IB Villa Plus loan for a property purchase in joint names?' 'Can I transfer my existing home loan to IB Flat Plus?'
Disclaimer	"What is a bank's Legal Exclusion Notice, and how does it apply?" 'What are the disclaimers provided by bank?' "What is a bank's Legal Disclaimer Notice, and how does it work?"
Government Deposit Schemes	'How do I claim my Gov Deposit refund after maturity?' 'Can I nominate beneficiaries for my Government Deposit account?' 'Are State Deposits covered under deposit insurance schemes?'
Financial Results	'What are the most important Financial Results metrics for first-time investors?' 'How often are Financial Reports generated for business accounts?' 'How do Financial Results impact credit score calculations?'
SELF HELP GROUP (SHG) SHAKTI	'Can a woman be a part of multiple Empowerment Circles?' 'What is the ideal group size for a Self-Help Cooperative?' 'What are the benefits of joining a Mutual Aid Association?'
Login Procedure for Internet Banking	'Is the signin routine secure for online banking transactions on shared computers?' 'What are the benefits of using the signin process for mobile banking apps?' 'How does two-factor authentication work in the signin process for online banking?'
Business Responsibility and Sustainability Report	'Can Ethical Business Practices reduce fraud risk for customers?' 'Can Sustainability Performance metrics enhance customer loyalty in banking?' 'How does Corporate Social Performance affect market competitiveness?'
Board of Directors	'What is the role of Nomine Members in mergers and acquisitions?' 'Do Directors receive compensation for their services?' "What is the average tenure of a Director on a bank's board?"
Salary Loan IB Clean Loan to Salaried Class	'How does the remuneration loan process work for salaried individuals?' 'Can I use my emolument loan for business purposes?' 'Can I avail a paycheck loan with a low credit score?'
CENTRAL BANK DIGITAL CURRENCY (CBDC) -Indian Bank Digital Rupee Application	'How does CBDC Digital Rupee improve financial inclusion?' 'What are the security features of central online currency?' 'What are the benefits of using central online currency for daily expenses?'
Frequently Asked Questions Internet Banking and Mobile Banking	'What are the Frequently Raised Concerns about Mobile Banking Fees?' 'What are the Common Queries about Internet Banking and Mobile Banking Services?' 'What are the Most Asked Questions about Internet Banking Registration?'
Interest Rates on Personal Segment Loan Products: Floating	'What is the average interest rate on a Variable Personal segment loan?' 'How often is the interest rate reviewed on a Variable Personal segment loan?' 'What is the current Floating Personal Loan rate offered to existing customers?'
The Convenience Revolution: Mobile Banking Explained	'How does the Mobile Financial Services Transformation enhance security features?' 'What are the advantages of the Remote Financial Convenience Revolution?' 'Does the Wireless Financial Revolution improve payment processing speeds?'
IB Star Agro Mills (Rice Mill, Dhal Mill, Oil Mill and Flour Mill)	'Do Agro Mill owners need to provide financial statements for a loan application?' 'How do Flour Mills benefit from payroll services?' 'What are the requirements for Dhal Mill owners to apply for a line of credit?'
Indian Bank Debit Card Shopping Perks	'What are the Retail Benefits of using Indian Bank debit cards?' 'How many Shopping Surprises can I expect with my Indian Bank debit card?' 'What are the Shopping Privileges offered by Indian Bank debit cards?'
Mobile Banking	'How to register Mobile Banking?' "What is Indian Bank's Mobile Banking app?"
Don’t Be a Money Mule: Protect Yourself from Fraud	'What are the dangers of being an Unintentional Money Launderer?' 'What are the risks of being a Money Laundering Agent unknowingly?' "Am I liable as a Money Fraud Conduit if I'm unaware?"
Home Loan	'Interest rate of Home Loan?' 'How much is EMI for Home Loan of Rs. 50 lakhs?' 'What is a home loan?'
IND Micro Food Processing Enterprises- (PMFME)	'What are the benefits of a Micro Food Processing unit registering for GST?' 'Can a small Food company Enterprise apply for a credit limit enhancement?' 'How does a food manufacture company benefit from invoice financing?'
Remittance To India	'What is the purpose code for remitting funds to India for education expenses?' 'Can I remit funds to India for business purposes?' 'What is remittance?'
Best Practices code of the Bank	'Purpose of fair lending practices code?' 'What are the Guidelines for Responsible Business Practices in banking?' 'What is the Role of Risk Management in preventing fraudulent activities?'
Indian Bank One Co-Branded Credit Card	'Joint partnership credit card: What are the eligibility criteria?' 'Do I need to pay an annual fee for the combined credit card?' 'How to track my joint credit card transactions online?'
IND GST ADVANTAGE	'What is the GST Concession rate for my business category?' 'How does the GST Perk impact my forex transactions?' 'How does the GST Incentive affect my cash flow management?'
Annual General Meetings and Extraordinary General Meetings	'How do I receive notice of an Extraordinary General Gathering in banking?' 'How do I participate in a General Meeting of shareholders as a customer?' 'Can I submit a resolution for an Extraordinary General Convention?'
Notifications	'What are the different types of Account Notifications for credit score changes?' 'Will I receive Email Notifications for changes to my account information?' 'Can I set up customized Banking Notifications for specific transactions?'
E-ALLAHABAD BANK	"Can I request a debit card via the United India's net banking service?" "What are the features of the Allahabad Bank's online trading platform?" "What are the benefits of using the City of Gods' online banking services?"
Foreign Branches	'What is the difference between an Overseas Branch and a representative office?' 'Do International Branches provide online banking services?' 'How do Foreign Branches handle customer complaints?'
IND GURUDEV	'How does the lecturer explain the concept of compounding interest?' 'Can the lecturer clarify the importance of EMIs in loan repayment?' "GuruDEV's recommendations for new business owners?"
Financial Inclusion	'What are the challenges of Implementing Universal Banking in remote areas?' 'Can Increased Financial Accessibility reduce inequality in developing regions?' 'What are the benefits of Equitable Financial Services for indigenous communities?'
Azadi Ka Amrit Mahotsav #TogetherforBiggerThings	'Are banks offering exclusive investment opportunities during the Independence Gala?' 'Are banks offering exclusive services during the Independence Gala to senior citizens?' 'Are banks offering special Freedom Day loan schemes for customers?'
Corporate Blog	"How does an Official Blog contribute to a bank's thought leadership?" 'Can a Corporate Blog in banking increase customer loyalty?' 'How often should a Corporate Blog in banking be updated?'
“New SB Product for Pensioners” IND PENSION PRIME	'Can I use my Golden Years Debit Card for online shopping?' "How does Prime Pensioners' Savings Plan help in wealth creation?" "Can I link my Prime Pensioners' Savings Plan to my credit card?"
BHIM Aadhaar Pay	'What are the charges for using Aadhaar Payment System?' 'How do I link my Aadhaar number to my bank account for AEPS?' 'How does Aadhaar Enabled Payment System benefit merchants?'
Non-Life Insurance	'What are the benefits of Cyber Insurance for businesses?' "Can a bank's customer purchase a Burglary Insurance policy?" "How does a bank's Marine Hull Insurance work for boat owners?"
IND PM Vishwakarma	'Age Limit for PM Vishwakarma loan?' 'Eligiblity criteria for PM vishwakarma?'
Privacy Policy Mobile Banking (IndSmart)	"What are the consequences of violating IndSmart's App Security protocols?" "Can I request a copy of my personal data from IndSmart's Data Controller?" "What is the scope of IndSmart's Information Security Policy for mobile banking?"
Amalgamation	'What happens to customer accounts during a Corporate Consolidation process?' 'Will a Financial Integration result in higher banking fees?' 'How long does a Financial Amalgamation process typically take?'
Bank’s Profile	'Can I get information of reserve bank of india?' 'Give me some information about Rajbhasha?' 'Want Mutual Funds and IPO information?'
Kisan Credit Card (KCC) Animal Husbandry and Fisheries	'What are security features in kisan credit card on animal husbandry and fisheries ?' 'processing charges for kisan credit card in agri term loans?' 'Repayment period in kisan credit card on animal husbandry and fisheries ?'
Vehicle loan	'How much is the margin amount to be maintained for availing vehicle loan?'
IB Sammaan	'What is SMS Alert charges in IB sammaan?'
CA FOR STATE /CENTRAL GOVT & CONSULAR & IND PFMS	'What is the process for claiming CA Current State govt refund?' 'How do I check my CA Current PMFS account balance?' 'Are there any exclusive privileges provided for CA accounts of Central or State Government departments and consular offices?'
IMPORTANT TERMS AND CONDITIONS SB	'What are the consequences of not complying with the Saving T&C?' "How do the rules SB influence my account's credit interest rates?" 'What happens if I breach the Saving T&C of my account agreement?'
Loan/OD/Credit Card against Deposit	'What are the document requirements for credit deposit account opening?' 'What is the minimum balance required for overdraft deposit eligibility?' 'How does credit deposit affect my credit score?'
Loan for Purchase of “Van / Minibus / Bus / Ambulanceâ€ to Institutions / Firms / PSU / Company / Hospitals	'What is purpose of providing ambulance for hospital ?' 'What is margin rates for minibus in vehicle loan?'
Cyber crime / Unauthorized transaction	'Where to report cyber crime/unauthorized transaction?'
MSME AUTO RENEWAL	'What type of accounts are eligible for auto renewal?' 'What is the periodicity for auto renewal process?' 'What are the benefits ofMSME Loan Renewal?'
Azadi Ka Amrit Mahotsav #TogetherforBiggerThings	'What indian bank offers in azadi ka amrit mahotsav?'
Education loan	'Who can apply for an education loan?' 'Which are the documents to be submitted for getting education loan?'
“New SB Product for Pensionersâ€ IND PENSION PRIME	'Are there any additional free services for pensioners with pension prime account?'
Terms and Conditions Indian Bank Digital Rupee	'For what purpose can the Digital Rupee Wallet services on the Indian Bank Digital Rupee App be used?' 'Which authorities regulate the issuance and usage of the Digital Rupee according to the Terms?'
Disclosures made to Stock Exchanges	'What is the frequency of required Public Financial Filings for banks?' 'Do Securities Disclosure Laws apply to all banking products?' 'What triggers mandatory Market Filings for banks undergoing significant restructuring?'
Executive Director’s Profile	'Who is the current Executive Director of Indian Bank ?' 'When Shri Ashutosh Choudhury took the charge as Executive Director of Indian Bank ?'
OVERDRAFT FACILITY IN SB SALARY A/C“IB INSTA CASHâ€	'What is quantum of loan for Insta Cash?'
NRI Home Loan	'What are the benefits of a non-resident apartment loan over a regular loan?' 'Can I take a top-up loan on my existing NRI home loan?' 'What is the maximum tenure for a non-resident house loan in India?'
IndSMART: Indian Bank’s Omni channel Mobile App	'What services can I access through the IndSMART app?'
IB Golden Ager Term Deposit Product for Super Senior Citizens	'What is special offer for senior citizens in Term Deposit?' 'What is minimum and maximum Deposit for IB Golden Ager ?' 'Who are the target group forIB Golden Ager ?'
SELF HELP GROUP (SHG) SHAKTI	'What is the loan amount on Self Help Group Shakti ?' 'What is loan facility avaliable in Self Help Group Shakti ?'
Add to your Financial Stability with IND Shakti 555 days	'IND Shakti 555 days?'
IND Millionaire Recurring Deposit Account NRE	'Millionaire Recurring Deposit Account Instalments?' 'Instalments of nre millionaire recurring deposit?'
IB Produce Marketing Loan Loan Against eNWRs	'What is the repayment period in loan against eNWRs?' 'What is quantum of finance in produce marketing loan ?'
IB Kishore Savings Bank Account for Minors	'What is the maximum withdraw at other bank atm in IB Kishore ?' 'What is the maximum withdraw at indian bank atm in IB Kishore ?'
IB Education Loan (IBA	'What is meritorious in education loan?'
Customer care	'What is customer care number of Indian Bank?' 'I want to talk to your customer care team. I’m having trouble reaching the right person through the helpline number.'
IMPORTANT TERMS AND CONDITIONS CA	'Terms & conditions of process for saving account opening?' 'What is the minimum balance requirement terms & conditions for a Current Account?'
IB Salaam Special Account for Defence Personnel	'Are there any charges for opening a Demat or Trading Account for Defence Personnel?'
Debit card	'Usage limit of Rupay International Platinum card?'
IB Gen X For the Vibrant Youth	'What is INITIAL DEPOSIT & AVERAGE MONTHLY BALANCE in Gen X ?' 'Who are the target customer for IB Gen X scheme ?'
Internet Banking	"What is Indian Bank's Internet Banking url?"
Managing Director & CEO’s Profile	'Profile of MD & CEO ?' 'How md and ceo interact with media?'
Choosing the Right Term Deposit: Fixed, Recurring or Money Multiplier Your Best Fit?	'Recurring Deposits ?'
SHG Bank Linkage Programme Direct Linkage to SHGs	'What is repayment in direct linkage to shgs ?' 'What is Security features in SHG bank linkage programme ?'
Savings Bank	'How to open account online without visiting Bank?'
IB CORP SB Payroll Package Scheme for Salaried Class	'What is the Eligibility criteria for Corporate SB – Payroll package scheme for salaried class?'
Block all channels	'How to block all digital transactions of Indian Bank?'
Statement	'I want statement of my account.'
Unleash your Entrepreneurial Skills with Indian Bank’s MSME Loans	'What is Unleash your Entrepreneurial Skills in msme loan?'
Deposit Interest Certificate	'Can I have my interest certificate?'
Mini Statement	'Can I get the account statement by email?'
Account Balance	'Want to know my account balance by fast communication?'
RuPay Key Chain	'What is the limit of RuPay key chain?'
Term Deposit	'What is the best term deposit plan where I can invest?'
CGRS	'My fund transfer got failed. Amount debited but not credited beneficiary account.'

Evaluation

Metrics

Label	Accuracy
all	0.8005

Uses

Direct Use for Inference

First install the SetFit library:

pip install setfit

Then you can load this model and run inference.

from setfit import SetFitModel

# Download from the 🤗 Hub
model = SetFitModel.from_pretrained("kneau007/my-classifier-4")
# Run inference
preds = model("Can I change my Rules IndOASIS for mobile banking?")

Training Details

Training Set Metrics

Training set	Min	Median	Max
Word count	1	10.3728	21

Label	Training Sample Count
ATM / Debit Cards	30
Access Restricted	27
Account Balance	1
Account Opening Forms NRI	23
Add to your Financial Stability with IND Shakti 555 days	21
Add to your Financial Stability with IND Shakti 555 days	1
Agri Clinic and Agri Business Centres	25
Agricultural Godowns / Cold Storage	22
Agricultural Jewel Loan Scheme	29
Agriculture Loan	27
Amalgamation	30
Analyst Coverage on Bank’s Share Price	23
Annual General Meeting	23
Annual General Meetings and Extraordinary General Meetings	24
Annual Reports	21
Another Option for Pension	24
Application Downloads	25
Applications supported by Blocked Amount (ASBA)	24
Audio/ Video Recording/Concall Transcripts	23
Awards & Accolades	25
Azadi Ka Amrit Mahotsav #TogetherforBiggerThings	21
Azadi Ka Amrit Mahotsav #TogetherforBiggerThings	1
BE Safe in Your Cyber Behaviour	24
BHIM Aadhaar Pay	28
BSBDA AND SMALL ACCOUNT	25
BSBDA AND SMALL ACCOUNT	2
Bank’s Profile	8
Bank’s Profile	25
Best Practices code of the Bank	26
Bharat Aadhaar Seeding Enabler	28
Block Lost ATM Card	25
Block Lost Credit Card	24
Block all channels	1
Board of Directors	26
Business Responsibility and Sustainability Report	23
CA FOR STATE /CENTRAL GOVT & CONSULAR & IND PFMS	28
CENTRAL BANK DIGITAL CURRENCY (CBDC) -Indian Bank Digital Rupee Application	25
CGRS	1
CONTACTS FOR QUERIES	28
CORPORATE LOAN	25
Capital Gains	23
Capital Gains SB account	26
Careers	22
Centralized Pension Processing Centre	26
Chief General Managers	25
Chief Vigilance Officer	28
Choosing the Right Term Deposit: Fixed, Recurring or Money Multiplier Your Best Fit?	26
Choosing the Right Term Deposit: Fixed, Recurring or Money Multiplier Your Best Fit?	1
Colombo Branch	28
Common Account Opening Form-Non Individuals	25
Compressed Bio Gas plant financing under Sustainable alternative towards affordable Transportation	25
Corporate Blog	22
Corporate Governance	23
Corporate Governance Reports	21
Corporate Social Responsiblity	27
Corporate credit	25
Credit Cards	33
Credit Life Insurance Coverages in Association with M/s. Kotak Life	27
Credit Life Insurance Coverages in association with M/s. Aditya Birla Sun Life Insurance	27
Current Account	25
Customer Centric Services	22
Customer Complaints / Awareness	26
Customer On-Boarding using TAB	23
Customer care	2
Cyber Awareness Content	27
Cyber crime / Unauthorized transaction	1
DEAF Transaction List	25
DISPLAY OF INFORMATION SECURED ASSETS POSSESSED UNDER THE SARFAESI ACT 2002	24
DISPLAY OF INFORMATION SECURED ASSETS POSSESSED UNDER THE SARFAESI ACT 2002	2
Dairy Loan	27
Death Claim Settlement	30
Debenture Trustee	21
Debit Cards	24
Debit card	1
Defending Against Rising Online Frauds: Stay Cyber-Safe!	26
Deposit Interest Certificate	1
Deposit Rates	26
Derivatives	26
Designated Authority for Whistle Blower Complaints	25
Details of Outstanding Tier 1 and Tier 2 Bonds	25
Digital Banking Unit: Shaping the Financial Future of India	26
Digital Insurance Platform	30
Digitizing the Indian Banking Experience	19
Disclaimer	22
Disclosures	28
Disclosures made to Stock Exchanges	24
Dividend Details	26
Don’t Be a Money Mule: Protect Yourself from Fraud	28
Doorstep Banking	29
Doorstep Banking: Your Convenience, Our Priority	29
E Confirmation of Bank Guarantee	27
E-ALLAHABAD BANK	22
Education Loan Subsidy Schemes	20
Education loan	2
Empanelments / Engagements	26
Event Updates/ Newspaper Advertisement	24
Executive Director’s Profile	2
Executive Director’s Profile	24
External Sites	25
Extraordinary General Meetings	27
F.A.Qs	26
FCNR (B) Accounts	27
FCNR (B) DEPOSITS Rates	29
Featured Products / Services / Schemes	27
Financial Inclusion	24
Financial Inclusion in India: Filling the Void	24
Financial Results	23
Financing Agriculturists for Purchase of Tractors & Other Farm Machinery	29
Find the Best Avenues for Tax Savings with Indian Bank	26
First Quarter Financial Results 2024-25	23
Fixed Deposit	25
Fixed ROI for Retail Loans	26
Food and Agro Processing	23
Foreign Branches	28
Forex Rates for Treasury	26
Forex Remittance Facility through Internet Banking- Retail	23
Frequently Asked Questions Internet Banking and Mobile Banking	27
General Managers	22
Government Deposit Schemes	22
Government Sponsored Jan Suraksha Schemes: Trio Pack for Your Financial Security	24
Head Office Departments	25
Home Loan	3
Home Loan Scheme for Economically Weaker Section (EWS), Low Income Group (LIG) and Middle Income Group (MIG) individuals: Urban Areas	22
Home Loan to Corporate Entity	27
Home Loans: A Strategic Move to Preserve Your Savings	24
How to Save Tax 101: A Comprehensive Guide to Tax Saving Investment Options	27
How-to Videos Internet Banking	28
How-to Videos Mobile Banking	25
IB Sammaan	24
IB COMFORT- DOMESTIC AND NRE	28
IB CONTRACTORS	28
IB CORP SB Payroll Package Scheme for Salaried Class	25
IB CORP SB Payroll Package Scheme for Salaried Class	1
IB Doctor Plus	29
IB Education Loan (IBA	1
IB Education Loan (IBA)	25
IB Gen X For the Vibrant Youth	19
IB Gen X For the Vibrant Youth	2
IB Golden Ager Term Deposit Product for Super Senior Citizens	21
IB Golden Ager Term Deposit Product for Super Senior Citizens	3
IB HARIT	29
IB HOME ENRICH	29
IB Home Improve	22
IB Home Loan	23
IB Home Loan Flexi	28
IB Home Loan Plus	23
IB Kishore Savings Bank Account for Minors	25
IB Kishore Savings Bank Account for Minors	2
IB Loan against Sovereign Gold Bond	24
IB MSME Jewel Loan	27
IB MY OWN SHOP	27
IB Mahila Shakti For Women	25
IB PROFESSIONAL	29
IB Pension Loan	31
IB Plot Loan	28
IB Produce Marketing Loan Loan Against eNWRs	27
IB Produce Marketing Loan Loan Against eNWRs	2
IB RERA Current Account	27
IB Salaam Special Account for Defence Personnel	27
IB Salaam Special Account for Defence Personnel	1
IB Sammaan	1
IB Smart Kid	26
IB Star Agro Mills (Rice Mill, Dhal Mill, Oil Mill and Flour Mill)	24
IB Tax Saver Scheme	28
IB Tradewell	25
IB Vehicle Loan	22
IB Vidyarthi Suraksha (With PNB-Metlife)	22
IB i-Freedom Current Account	28
IBEX GOLD CARD SCHEME (GCS) FOR EXPORTERS	25
IMAGE	27
IMAGE Computer Centre	20
IMAGE Contact Us	21
IMAGE Email Id’s	22
IMAGE Infrastructure	22
IMAGE Principal’s Message	21
IMAGE Training Philosophy	24
IMPORTANT TERMS AND CONDITIONS CA	26
IMPORTANT TERMS AND CONDITIONS SB	23
IMPORTANT TERMS AND CONDITIONS CA	2
IND PM Vishwakarma	24
IND COURT	24
IND EQUIPMENT & WHEELS (CE/CV) scheme	24
IND GST ADVANTAGE	25
IND GURUDEV	22
IND HEALTH CARE	27
IND KISAN SAUR SHAKTHI (PM KUSUM) Additional Component (Component C- Feeder level Solarisation)	26
IND Krishi Vaahan	33
IND MSME SAKHI	24
IND MSME VEHICLE	23
IND Micro Food Processing Enterprises- (PMFME)	27
IND Millionaire Recurring Deposit Account NRE	26
IND Millionaire Recurring Deposit Account NRE	2
IND NAVYA	28
IND Non-Callable Deposit	25
IND PASHUDHAN Mitra- Animal Husbandry Infrastructure Development Fund (AHIDF)	21
IND PM Vishwakarma	2
IND Professional Special	23
IND Rupee Gain	25
IND SAMPOORNA SALARY PACKAGE	29
IND SME Secure	24
IND SUPER 400 DAYS	26
IND SUPREME 300 DAYS	24
IND- KRISHI INFRA FUND (AGRICULTURE INFRA FUND)	24
IND-SME E-VAAHAN	25
IND-SME EASE	28
IND-SURYA SHAKTI	25
INDIAN BANK MUTUAL FUND	24
Important Communication regarding Amalgamation (Internet Banking / Mobile Banking)	23
Important Contacts	24
Important Notices to Shareholders / Bondholders	30
Ind Advantage (Reward Program)	23
Ind Jet Remit (RTGS)	25
Ind Lakhpati Didi Scheme	25
Ind Mortgage	25
Ind Netbanking	19
IndOASIS Terms and Conditions	23
IndOASIS Checksum	27
IndSMART	26
IndSMART Mobile Banking App Checksum	25
IndSMART: Indian Bank’s Omni channel Mobile App	1
IndSMART: Indian Bank’s Omni channel Mobile App	25
Indian Bank Annual Reports	22
Indian Bank Debit Card Shopping Perks	23
Indian Bank Debit Card Shopping Perks	2
Indian Bank Financial Results	22
Indian Bank One Co-Branded Credit Card	26
Indian Bank Prepaid Card App Terms and Conditions	25
Indian Bank, IFSC Banking Unit, GIFT City	29
Interest Rate for Agri Products	24
Interest Rates for Small Savings Schemes	29
Interest Rates on Personal Segment Loan Products Fixed	25
Interest Rates on Personal Segment Loan Products: Floating	28
Interest Rates on SB / NRO / NRE Accounts	27
Internet Banking	1
Internet banking	29
Internet/Mobile/Tele Banking	27
Investor / Analyst Presentation	25
Investor Grievances	19
Investor Guide / FAQ	28
Investor Relations	25
Investors Services Center	23
Jaffna Branch	25
Jewel Loan	27
Jewel Loan: Unlock the Value of Your Gold for Financial Flexibility	26
Joint Liability Group (JLG)	25
KCC Gold Plus	21
KCC Marine Gold Scheme	24
Kisan Credit Card (KCC)	27
Kisan Credit Card (KCC) Animal Husbandry and Fisheries	24
Kisan Credit Card (KCC) Animal Husbandry and Fisheries	3
LOAN AGAINST LEASE RENTALS	24
Lab Grown Diamond Scheme	26
Lending rates	25
Lending rates for Export Credit	25
Lending rates for RMD	24
Lending rates for Retail Assets	22
Life Insurance	24
Loan / OD against NSC / KVP / Relief bonds of RBI / LIC policies	26
Loan for Purchase of “Van / Minibus / Bus / Ambulanceâ€ to Institutions / Firms / PSU / Company / Hospitals	2
Loan for Purchase of “Van / Minibus / Bus / Ambulance” to Institutions / Firms / PSU / Company / Hospitals	25
Loan/OD/Credit Card against Deposit	24
Login Procedure for Internet Banking	24
Login procedure for Mobile Banking	24
Loyalty Program Delights: Unlocking Special Rewards for Your Loyalty	27
MACT SB	24
MCA Payment	23
MD & CEO Speeches / Media Interaction	29
MSME	27
MSME AUTO RENEWAL	28
MSME AUTO RENEWAL	3
MSME DIGI Jewel Loan and Jewel Loan (Re-Pledge)	24
MSME LAP	23
Managing Director & CEO’s Profile	2
Managing Director & CEO’s Profile	22
Media Speaks	25
Merchant UPI QR Code	23
Mini Statement	1
Mobile Banking	2
Mobile Banking/Internet Banking	1
Money multiplier Deposits	29
Motor Accident Claim Tribunal Deposit(MACAD) Scheme	28
N R I / Foreign Exchange	24
NEFT	25
NETC FASTag	22
NPS VATSALYA	28
NRE FD/ MMD/ RD ACCOUNTS	21
NRE SB ACCOUNTS	25
NRE and RFC SB interest Rates	25
NRI A/cs	23
NRI Home Loan	24
NRI INFO BEAM Monthly Newsletter	22
NRI Plot Loan	25
NRI and Forex	21
National Common Mobility Card (NCMC)	25
New Pension Scheme as an avenue for Tax Savings	30
New SB Product for Salaried Customers IND SALARY SURAKSHA	22
New SB Product for Salaried Customers IND SALARY SURAKSHA	3
Nodal Officers RBI Integrated Ombudsman Scheme, 2021	22
Nodal Officers- Customer service	27
Nodal Officers_Ombudsman Scheme,2022	24
Nomination: A Must Have in Your Accounts	27
Non-Life Insurance	25
Non-Resident Ordinary Account	27
Notifications	22
OD against Gold Jewels	29
ONLINE SHISHU MUDRA LOAN	30
OVERDRAFT FACILITY IN SB SALARY A/C“IB INSTA CASHâ€	1
OVERDRAFT FACILITY IN SB SALARY A/C“IB INSTA CASH”	22
One Time Settlement for NPA Borrowers (eOTS)	28
Online Collection Products	28
Online Loans	31
Online Services	30
Open Online Account with Video-Based Customer Identification Process (V- CIP)	29
PMMY-MUDRA-Tarun Plus	21
PMSurya Ghar: Muft Bijli Yojana Roof Top Solar Loan Scheme	22
PSB LOANS IN 59 MINUTES	23
Personal Loan	24
Personal loan	1
Point of Sale (PoS)	26
Policies and Regulations	24
Positive Pay System (PPS)	25
Pre Approved Business Loan	29
Premium Current Account	28
Premium Services	26
Press Releases	24
Privacy Policy Corporate Merchant App	20
Privacy Policy Digital Currency	24
Privacy Policy IB Merchant App	25
Privacy Policy IndOASIS	23
Privacy Policy Mobile Banking (IndSmart)	19
QIP WEBSITE DISCLAIMER	25
Quick Contact	24
REPO Based Lending Rate for MSME	26
RFC TERM DEPOSIT Rates	26
Re-KYC: Periodic Update of KYC Details	29
Recurring Deposit	25
Regulatory Disclosures Section	25
Remittance To India	22
Resident Foreign Currency account for Returning Indians	22
Reverse Mortgage	25
RuPay Key Chain	1
SB FOR CENTRAL / STATE GOVERNMENT / CONSULAR OFFICES & IND PFMS	20
SB Platinum Savings Bank Platinum Account with Sweep facility	22
SB for students under govt scholarship & SB for DBT	26
SELF HELP GROUP (SHG) SHAKTI	27
SELF HELP GROUP (SHG) SHAKTI	2
SHG Bank Linkage Programme Direct Linkage to SHGs	24
SHG Bank Linkage Programme Direct Linkage to SHGs	2
SHG GRIHALAKSHMI (Housing Loan to SHG Members)	30
SMS Banking/ Missed Call Service	24
SOVA Android Trojan ALERT!!	25
Salary Loan IB Clean Loan to Salaried Class	24
Salary Loan IB Clean Loan to Salaried Class	3
Savings Bank	1
Savings Bank Account	24
Savings Bank Account for Pensioners	25
Say No to Queues and Yes to Fastag!!!!!	25
Scheme for financing MSMEs for setting up Biomass Pellets manufacturing units	24
Scheme on financing Manufacturers / Suppliers / Vendors of Solar panels and other ancillary products	22
Security	25
Service Charges	28
Service Charges / Forex Rates	25
Service Charges on ATM Services	27
Services rendered free of charge	23
Shareholding Pattern	23
Short Term Deposits	27
Special Non-Resident Rupee Account (SNRR)	26
Specialist Officers Exam Result (SO)	25
Statement	1
Statutory Central Auditors	27
Stay Safe: Watch Out for Suspicious Files, APKs, and Links	23
Subsidiaries and Joint Ventures	24
Sukanya Samriddhi Account	27
Sukanya Samriddhi Account Scheme	22
Supply Chain Finance	24
TERM LOAN	25
TERMS AND CONDITIONS-TERM DEPOSIT ACCOUNT	25
Tab Banking	27
Tap, Pay and Go: RuPay NCMC Card	26
Tarun Plus Scheme	22
Tenders / Auction	28
Term Deposit	1
Termination Clause Mobile Banking (IndSmart)	21
Terms and Conditions Indian Bank Digital Rupee	25
Terms and Conditions Indian Bank Digital Rupee	2
The Convenience Revolution: Mobile Banking Explained	25
Units of IMAGE	23
Unleash your Entrepreneurial Skills with Indian Bank’s MSME Loans	1
Unleash your Entrepreneurial Skills with Indian Bank’s MSME Loans	23
V-CIP	25
Variable Recurring Deposit	23
Vehicle loan	1
Vision and Mission	27
WORKING CAPITAL	30
Wealth Management Services	24
Weaver MUDRA	25
Welcome aboard!	25
Welcome to a New Year of Good Returns with Ind-Swagat	26
Welfare of Minorities	29
What and How of Phishing	26
What is a Credit Score and How it Shapes Financial Health	25
WhatsApp Banking	28
What’s New?	23
Whistle Blower Policy	29
e Payment of Direct Taxes	26
e Payment of Indirect Taxes	24
e-Allahabad Bank Journey	37
e-OD Against Deposit	28
“IND Corp SB Eliteâ€ Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI)	2
“New SB Product for Pensionersâ€ IND PENSION PRIME	1
“IND Corp SB Elite” Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI)	27
“New SB Product for Pensioners” IND PENSION PRIME	24

Training Hyperparameters

• batch_size: (16, 16)
• num_epochs: (1, 1)
• max_steps: -1
• sampling_strategy: oversampling
• num_iterations: 20
• body_learning_rate: (2e-05, 2e-05)
• head_learning_rate: 2e-05
• loss: CosineSimilarityLoss
• distance_metric: cosine_distance
• margin: 0.25
• end_to_end: False
• use_amp: False
• warmup_proportion: 0.1
• l2_weight: 0.01
• seed: 42
• eval_max_steps: -1
• load_best_model_at_end: False

Training Results

Epoch	Step	Training Loss	Validation Loss
0.0000	1	0.1352	-
0.0022	50	0.16	-
0.0044	100	0.1584	-
0.0066	150	0.1451	-
0.0088	200	0.1345	-
0.0109	250	0.1256	-
0.0131	300	0.1212	-
0.0153	350	0.1089	-
0.0175	400	0.1	-
0.0197	450	0.0938	-
0.0219	500	0.0853	-
0.0241	550	0.0818	-
0.0263	600	0.0766	-
0.0284	650	0.0749	-
0.0306	700	0.0769	-
0.0328	750	0.0775	-
0.0350	800	0.0664	-
0.0372	850	0.0594	-
0.0394	900	0.0615	-
0.0416	950	0.0606	-
0.0438	1000	0.0556	-
0.0459	1050	0.0557	-
0.0481	1100	0.0544	-
0.0503	1150	0.0464	-
0.0525	1200	0.0488	-
0.0547	1250	0.0457	-
0.0569	1300	0.0455	-
0.0591	1350	0.0511	-
0.0613	1400	0.0411	-
0.0634	1450	0.0364	-
0.0656	1500	0.0482	-
0.0678	1550	0.0388	-
0.0700	1600	0.0394	-
0.0722	1650	0.0374	-
0.0744	1700	0.0333	-
0.0766	1750	0.0361	-
0.0788	1800	0.0373	-
0.0809	1850	0.0356	-
0.0831	1900	0.0298	-
0.0853	1950	0.029	-
0.0875	2000	0.0338	-
0.0897	2050	0.0409	-
0.0919	2100	0.0342	-
0.0941	2150	0.0271	-
0.0963	2200	0.0304	-
0.0984	2250	0.0255	-
0.1006	2300	0.0293	-
0.1028	2350	0.026	-
0.1050	2400	0.0309	-
0.1072	2450	0.0242	-
0.1094	2500	0.0369	-
0.1116	2550	0.0259	-
0.1138	2600	0.0273	-
0.1159	2650	0.0287	-
0.1181	2700	0.0264	-
0.1203	2750	0.0223	-
0.1225	2800	0.0204	-
0.1247	2850	0.0307	-
0.1269	2900	0.0239	-
0.1291	2950	0.0209	-
0.1313	3000	0.025	-
0.1335	3050	0.0176	-
0.1356	3100	0.0206	-
0.1378	3150	0.022	-
0.1400	3200	0.0221	-
0.1422	3250	0.0229	-
0.1444	3300	0.0182	-
0.1466	3350	0.0204	-
0.1488	3400	0.0114	-
0.1510	3450	0.0153	-
0.1531	3500	0.0165	-
0.1553	3550	0.0187	-
0.1575	3600	0.0187	-
0.1597	3650	0.0178	-
0.1619	3700	0.016	-
0.1641	3750	0.0167	-
0.1663	3800	0.0154	-
0.1685	3850	0.0161	-
0.1706	3900	0.0141	-
0.1728	3950	0.0149	-
0.1750	4000	0.015	-
0.1772	4050	0.0185	-
0.1794	4100	0.016	-
0.1816	4150	0.0159	-
0.1838	4200	0.0147	-
0.1860	4250	0.0098	-
0.1881	4300	0.0127	-
0.1903	4350	0.0145	-
0.1925	4400	0.0157	-
0.1947	4450	0.0188	-
0.1969	4500	0.0152	-
0.1991	4550	0.0112	-
0.2013	4600	0.0131	-
0.2035	4650	0.01	-
0.2056	4700	0.0095	-
0.2078	4750	0.0127	-
0.2100	4800	0.0107	-
0.2122	4850	0.0119	-
0.2144	4900	0.0141	-
0.2166	4950	0.0153	-
0.2188	5000	0.0142	-
0.2210	5050	0.0158	-
0.2231	5100	0.0074	-
0.2253	5150	0.0119	-
0.2275	5200	0.0119	-
0.2297	5250	0.0075	-
0.2319	5300	0.0149	-
0.2341	5350	0.006	-
0.2363	5400	0.0113	-
0.2385	5450	0.0079	-
0.2406	5500	0.0064	-
0.2428	5550	0.0115	-
0.2450	5600	0.0068	-
0.2472	5650	0.0074	-
0.2494	5700	0.0111	-
0.2516	5750	0.0102	-
0.2538	5800	0.0097	-
0.2560	5850	0.0069	-
0.2581	5900	0.0087	-
0.2603	5950	0.0096	-
0.2625	6000	0.0067	-
0.2647	6050	0.0107	-
0.2669	6100	0.0096	-
0.2691	6150	0.0082	-
0.2713	6200	0.0073	-
0.2735	6250	0.0082	-
0.2757	6300	0.0089	-
0.2778	6350	0.0094	-
0.2800	6400	0.0033	-
0.2822	6450	0.0086	-
0.2844	6500	0.0088	-
0.2866	6550	0.0105	-
0.2888	6600	0.0059	-
0.2910	6650	0.0133	-
0.2932	6700	0.0117	-
0.2953	6750	0.0093	-
0.2975	6800	0.0087	-
0.2997	6850	0.0076	-
0.3019	6900	0.0072	-
0.3041	6950	0.0119	-
0.3063	7000	0.0061	-
0.3085	7050	0.0056	-
0.3107	7100	0.0035	-
0.3128	7150	0.0043	-
0.3150	7200	0.0082	-
0.3172	7250	0.0087	-
0.3194	7300	0.0057	-
0.3216	7350	0.0096	-
0.3238	7400	0.0055	-
0.3260	7450	0.0044	-
0.3282	7500	0.0063	-
0.3303	7550	0.0035	-
0.3325	7600	0.0048	-
0.3347	7650	0.0103	-
0.3369	7700	0.0059	-
0.3391	7750	0.0036	-
0.3413	7800	0.0124	-
0.3435	7850	0.0101	-
0.3457	7900	0.0134	-
0.3478	7950	0.0064	-
0.3500	8000	0.0043	-
0.3522	8050	0.0039	-
0.3544	8100	0.0059	-
0.3566	8150	0.0026	-
0.3588	8200	0.0049	-
0.3610	8250	0.0074	-
0.3632	8300	0.0069	-
0.3653	8350	0.0092	-
0.3675	8400	0.0083	-
0.3697	8450	0.0065	-
0.3719	8500	0.0055	-
0.3741	8550	0.0061	-
0.3763	8600	0.0042	-
0.3785	8650	0.0072	-
0.3807	8700	0.0046	-
0.3828	8750	0.0071	-
0.3850	8800	0.0073	-
0.3872	8850	0.0088	-
0.3894	8900	0.0043	-
0.3916	8950	0.0046	-
0.3938	9000	0.0042	-
0.3960	9050	0.006	-
0.3982	9100	0.0087	-
0.4004	9150	0.0063	-
0.4025	9200	0.0115	-
0.4047	9250	0.0069	-
0.4069	9300	0.0067	-
0.4091	9350	0.0051	-
0.4113	9400	0.0046	-
0.4135	9450	0.0041	-
0.4157	9500	0.0048	-
0.4179	9550	0.0053	-
0.4200	9600	0.0041	-
0.4222	9650	0.0057	-
0.4244	9700	0.0051	-
0.4266	9750	0.0061	-
0.4288	9800	0.007	-
0.4310	9850	0.0054	-
0.4332	9900	0.0053	-
0.4354	9950	0.0053	-
0.4375	10000	0.0075	-
0.4397	10050	0.0078	-
0.4419	10100	0.0047	-
0.4441	10150	0.0065	-
0.4463	10200	0.0058	-
0.4485	10250	0.0053	-
0.4507	10300	0.0034	-
0.4529	10350	0.0061	-
0.4550	10400	0.0058	-
0.4572	10450	0.0042	-
0.4594	10500	0.0053	-
0.4616	10550	0.0084	-
0.4638	10600	0.0047	-
0.4660	10650	0.0083	-
0.4682	10700	0.0091	-
0.4704	10750	0.0056	-
0.4725	10800	0.0077	-
0.4747	10850	0.0049	-
0.4769	10900	0.0015	-
0.4791	10950	0.006	-
0.4813	11000	0.004	-
0.4835	11050	0.0057	-
0.4857	11100	0.0089	-
0.4879	11150	0.0034	-
0.4900	11200	0.0068	-
0.4922	11250	0.009	-
0.4944	11300	0.0069	-
0.4966	11350	0.0036	-
0.4988	11400	0.0035	-
0.5010	11450	0.0102	-
0.5032	11500	0.0044	-
0.5054	11550	0.0046	-
0.5075	11600	0.0043	-
0.5097	11650	0.0062	-
0.5119	11700	0.0057	-
0.5141	11750	0.0039	-
0.5163	11800	0.0032	-
0.5185	11850	0.0033	-
0.5207	11900	0.0031	-
0.5229	11950	0.0037	-
0.5250	12000	0.0037	-
0.5272	12050	0.0103	-
0.5294	12100	0.0071	-
0.5316	12150	0.0049	-
0.5338	12200	0.0069	-
0.5360	12250	0.0054	-
0.5382	12300	0.0024	-
0.5404	12350	0.0066	-
0.5426	12400	0.006	-
0.5447	12450	0.0039	-
0.5469	12500	0.0048	-
0.5491	12550	0.0031	-
0.5513	12600	0.0037	-
0.5535	12650	0.0082	-
0.5557	12700	0.006	-
0.5579	12750	0.0058	-
0.5601	12800	0.0029	-
0.5622	12850	0.0045	-
0.5644	12900	0.0045	-
0.5666	12950	0.0071	-
0.5688	13000	0.0034	-
0.5710	13050	0.0035	-
0.5732	13100	0.004	-
0.5754	13150	0.0037	-
0.5776	13200	0.005	-
0.5797	13250	0.007	-
0.5819	13300	0.0054	-
0.5841	13350	0.0037	-
0.5863	13400	0.0038	-
0.5885	13450	0.0066	-
0.5907	13500	0.0021	-
0.5929	13550	0.0038	-
0.5951	13600	0.0043	-
0.5972	13650	0.0057	-
0.5994	13700	0.0018	-
0.6016	13750	0.0045	-
0.6038	13800	0.0021	-
0.6060	13850	0.0031	-
0.6082	13900	0.0036	-
0.6104	13950	0.0045	-
0.6126	14000	0.0048	-
0.6147	14050	0.0055	-
0.6169	14100	0.0036	-
0.6191	14150	0.0021	-
0.6213	14200	0.0039	-
0.6235	14250	0.001	-
0.6257	14300	0.0046	-
0.6279	14350	0.0032	-
0.6301	14400	0.0036	-
0.6322	14450	0.0053	-
0.6344	14500	0.0022	-
0.6366	14550	0.0032	-
0.6388	14600	0.0036	-
0.6410	14650	0.0018	-
0.6432	14700	0.0052	-
0.6454	14750	0.0056	-
0.6476	14800	0.0047	-
0.6497	14850	0.0076	-
0.6519	14900	0.0045	-
0.6541	14950	0.0014	-
0.6563	15000	0.0021	-
0.6585	15050	0.0011	-
0.6607	15100	0.0032	-
0.6629	15150	0.0021	-
0.6651	15200	0.0013	-
0.6673	15250	0.0016	-
0.6694	15300	0.0036	-
0.6716	15350	0.0031	-
0.6738	15400	0.0049	-
0.6760	15450	0.006	-
0.6782	15500	0.0012	-
0.6804	15550	0.0018	-
0.6826	15600	0.0054	-
0.6848	15650	0.0011	-
0.6869	15700	0.0045	-
0.6891	15750	0.0033	-
0.6913	15800	0.0056	-
0.6935	15850	0.0027	-
0.6957	15900	0.0042	-
0.6979	15950	0.0054	-
0.7001	16000	0.0031	-
0.7023	16050	0.0029	-
0.7044	16100	0.0026	-
0.7066	16150	0.0029	-
0.7088	16200	0.0018	-
0.7110	16250	0.0019	-
0.7132	16300	0.0047	-
0.7154	16350	0.0027	-
0.7176	16400	0.0015	-
0.7198	16450	0.0038	-
0.7219	16500	0.003	-
0.7241	16550	0.0024	-
0.7263	16600	0.002	-
0.7285	16650	0.0026	-
0.7307	16700	0.0028	-
0.7329	16750	0.0028	-
0.7351	16800	0.0018	-
0.7373	16850	0.0034	-
0.7394	16900	0.0054	-
0.7416	16950	0.0014	-
0.7438	17000	0.0038	-
0.7460	17050	0.0042	-
0.7482	17100	0.007	-
0.7504	17150	0.004	-
0.7526	17200	0.0018	-
0.7548	17250	0.0033	-
0.7569	17300	0.0057	-
0.7591	17350	0.0038	-
0.7613	17400	0.0069	-
0.7635	17450	0.0055	-
0.7657	17500	0.0056	-
0.7679	17550	0.0016	-
0.7701	17600	0.0031	-
0.7723	17650	0.0025	-
0.7744	17700	0.0028	-
0.7766	17750	0.0037	-
0.7788	17800	0.0052	-
0.7810	17850	0.0036	-
0.7832	17900	0.0022	-
0.7854	17950	0.0033	-
0.7876	18000	0.0062	-
0.7898	18050	0.0052	-
0.7919	18100	0.0068	-
0.7941	18150	0.0015	-
0.7963	18200	0.0042	-
0.7985	18250	0.0036	-
0.8007	18300	0.0033	-
0.8029	18350	0.0019	-
0.8051	18400	0.0064	-
0.8073	18450	0.0026	-
0.8095	18500	0.004	-
0.8116	18550	0.0021	-
0.8138	18600	0.004	-
0.8160	18650	0.0051	-
0.8182	18700	0.0061	-
0.8204	18750	0.0052	-
0.8226	18800	0.0029	-
0.8248	18850	0.0015	-
0.8270	18900	0.0006	-
0.8291	18950	0.0038	-
0.8313	19000	0.0054	-
0.8335	19050	0.0047	-
0.8357	19100	0.003	-
0.8379	19150	0.0017	-
0.8401	19200	0.0017	-
0.8423	19250	0.001	-
0.8445	19300	0.0019	-
0.8466	19350	0.0006	-
0.8488	19400	0.0028	-
0.8510	19450	0.003	-
0.8532	19500	0.0054	-
0.8554	19550	0.0025	-
0.8576	19600	0.0008	-
0.8598	19650	0.0052	-
0.8620	19700	0.0043	-
0.8641	19750	0.0054	-
0.8663	19800	0.0033	-
0.8685	19850	0.0052	-
0.8707	19900	0.0018	-
0.8729	19950	0.001	-
0.8751	20000	0.0011	-
0.8773	20050	0.0049	-
0.8795	20100	0.0037	-
0.8816	20150	0.0009	-
0.8838	20200	0.0029	-
0.8860	20250	0.0005	-
0.8882	20300	0.0037	-
0.8904	20350	0.0014	-
0.8926	20400	0.0017	-
0.8948	20450	0.0032	-
0.8970	20500	0.001	-
0.8991	20550	0.0018	-
0.9013	20600	0.0016	-
0.9035	20650	0.002	-
0.9057	20700	0.0053	-
0.9079	20750	0.0053	-
0.9101	20800	0.0087	-
0.9123	20850	0.0038	-
0.9145	20900	0.001	-
0.9166	20950	0.0004	-
0.9188	21000	0.0004	-
0.9210	21050	0.0019	-
0.9232	21100	0.0021	-
0.9254	21150	0.0035	-
0.9276	21200	0.0019	-
0.9298	21250	0.002	-
0.9320	21300	0.0011	-
0.9342	21350	0.0028	-
0.9363	21400	0.0041	-
0.9385	21450	0.0005	-
0.9407	21500	0.0014	-
0.9429	21550	0.0026	-
0.9451	21600	0.0028	-
0.9473	21650	0.002	-
0.9495	21700	0.0044	-
0.9517	21750	0.0027	-
0.9538	21800	0.0015	-
0.9560	21850	0.0016	-
0.9582	21900	0.0004	-
0.9604	21950	0.0022	-
0.9626	22000	0.0007	-
0.9648	22050	0.0054	-
0.9670	22100	0.0061	-
0.9692	22150	0.0017	-
0.9713	22200	0.0004	-
0.9735	22250	0.0021	-
0.9757	22300	0.0034	-
0.9779	22350	0.0007	-
0.9801	22400	0.0027	-
0.9823	22450	0.0037	-
0.9845	22500	0.0005	-
0.9867	22550	0.0049	-
0.9888	22600	0.0003	-
0.9910	22650	0.0044	-
0.9932	22700	0.0017	-
0.9954	22750	0.002	-
0.9976	22800	0.0006	-
0.9998	22850	0.0052	-

Framework Versions

• Python: 3.11.11
• SetFit: 1.1.1
• Sentence Transformers: 3.4.1
• Transformers: 4.48.3
• PyTorch: 2.6.0+cu124
• Datasets: 3.4.0
• Tokenizers: 0.21.0

Citation

BibTeX

@article{https://doi.org/10.48550/arxiv.2209.11055,
    doi = {10.48550/ARXIV.2209.11055},
    url = {https://arxiv.org/abs/2209.11055},
    author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren},
    keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
    title = {Efficient Few-Shot Learning Without Prompts},
    publisher = {arXiv},
    year = {2022},
    copyright = {Creative Commons Attribution 4.0 International}
}