Model: hshashank06/regulatory-policy
Author: hshashank06
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2432, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:BAAI/bge-base-en-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2432, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en-v1.5
widget: source_sentence: Legal events with reserves established prior to December 31, 2007, should be reported by the quarter and year in which the first legal reserve for each respective legal event was recorded. This means that even if there were multiple reserves recorded for the same event in different quarters, it should be counted as one event in the total for the quarter in which the first reserve was made. The total number reported should be based on the number of legal events, not the number of reserve entries.
sentences: How do detailed subsidiary listings impact Capital Assessments in FR Y-14Q reports?, Provide guidelines for Capital Assessments and Stress Testing using CACQR511 market input type., How should legal events with reserves prior to Dec 31, 2007, be reported?, source_sentence: Litigation reserves for sold residential mortgages in FR Y-14Q reports are handled by including all provisions to litigation reserves/liability for claims related to sold residential mortgages and all litigation settlements and penalties in the Risk Expense line item. These provisions should not be reported in any other line items established for losses related to sold or government-insured residential mortgage loans. It is important to exclude all provisions to litigation reserves/liability for claims related to sold residential mortgages in line items 14N or 30, as applicable.
sentences: Describe the process of categorizing and recording charged-off loans based on delinquency status., How do negative entries on FR Y-14Q reports affect balance sheet reporting outcomes?, How are litigation reserves for sold residential mortgages handled in FR Y-14Q reports?, source_sentence: 
For purposes of Schedule H.1: Fields 4 (Obligor Name), 11 (TIN), 46 (Guarantor Name), 47 (Guarantor TIN), and 50 (Entity Name) and H.2: Field 2 (Obligor Name), the term "individual(s) (Natural Person(s))" refers only to living human beings and human beings doing business as (DBA) another entity where the primary source of repayment analyzed is the personal credit of the natural person behind the DBA.
For the name-related fields, the name of an entity should not automatically be replaced with "Individual" if the entity does not meet the definition of "individual(s) (Natural Person(s))" stated above. However, if the name of an entity contains the name of a natural person, that name may be masked in the firm's reporting of these fields. For example, for an obligor named "Estate of John Doe," the firm could report "Estate of [Individual]" or similar text in the name-related fields. (FRB Response: September 11, 2024)
sentences: We would appreciate clarifying guidance on which types of entities should be considered "individuals or Natural Persons" for purposes of Schedule H.1: Fields 4 (Obligor Name), 11 (TIN), 46 (Guarantor Name), 47 (Guarantor TIN), 50 (Entity Name) and H.2 Fields: 2 (Obligor Name).
Does the definition of individual align with the Schedule HC-C definition and include a "trust or other entity that acts on behalf of (or in place of) an individual or a group of individuals"?
Does the definition of individual include "individuals doing business as (DBA) another entity" as described in the Obligor Financial Data Section, such as sole proprietorships?, What exclusions apply to reporting obligations for Capital Assessments and Stress Testing?, How do off-balance-sheet liabilities impact accounting practices for securities and commitments?, source_sentence: The impact of Capital Assessments and Stress Testing rules on FR Y-14Q reporting is significant. These rules help ensure that financial institutions maintain adequate capital levels to withstand adverse economic conditions. By conducting stress tests, regulators can assess the resilience of banks and identify any potential weaknesses in their capital positions. This ultimately contributes to a safer and more stable financial system.
sentences: Describe steps for Capital Assessments and Stress Testing based on FR Y-14Q Report requirements., Specify the rules outlined in FR Y-14Q for Capital Assessments and Stress Testing., How do Capital Assessments and Stress Testing rules impact FR Y-14Q reporting?, source_sentence: Based on the internal mark of the counterparty, if there is no internal mark for the counterparty legal entity, you should select "Proxy". Otherwise, if there is an internal mark for the counterparty legal entity, you should choose "CP Legal Entity".
sentences: Select entity type for CDS spread based on internal mark of counterparty., Explain reporting adjustments for financial assets in Schedule IS-B, item 4., Relates to 14Q, Schedule G.2. For G.2 line 3 C&I Loans, are we reporting here average balances of loans which are reported on FR Y-9C, Schedule HC-C (HC-C) line 4. Or are we reverting to the definition of other graded commercial loans and leases as reported on 14Q Schedule M Balances (Schedule M) where HC-C loans reported on line 9b2 are reported on Schedule M as "Other commercial loans"? Schedule M refers to HC-C lines 9a, 9b2 as other graded commercial loans and they are reported as wholesale corporate loans on 14Q Schedule H1. In other words, which HC-C loan lines are considered C&I for purposes of mapping to 14Q Schedule G.2 line 3? Further, although Schedule M considers HC-C loans reported in line 9b2 as Other commercial graded, if not reportable in line 3 on G.2, should they be reported in line 8 on G.2?
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: Regulatory Financial Matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.6678966789667896
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7232472324723247
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7306273062730627
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7416974169741697
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6678966789667896
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24108241082410817
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.14612546125461254
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07416974169741695
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6678966789667896
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7232472324723247
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7306273062730627
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7416974169741697
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7079237199741041
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6967141099982427
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6991073729428744
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0.6642066420664207
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7232472324723247
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7306273062730627
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7490774907749077
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6642066420664207
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24108241082410822
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.14612546125461254
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07490774907749076
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6642066420664207
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7232472324723247
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7306273062730627
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7490774907749077
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7076243381079222
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6942379780940666
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6963259948758592
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.6605166051660517
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7158671586715867
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7306273062730627
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7490774907749077
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6605166051660517
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2386223862238622
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.14612546125461254
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07490774907749076
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6605166051660517
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7158671586715867
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7306273062730627
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7490774907749077
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7053173334663976
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6913020558777015
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6930023926745008
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 128
type: dim_128
metrics: type: cosine_accuracy@1
value: 0.6309963099630996
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7195571955719557
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7232472324723247
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7416974169741697
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6309963099630996
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.23985239852398518
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1446494464944649
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07416974169741697
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6309963099630996
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7195571955719557
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7232472324723247
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7416974169741697
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6905480490441818
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6737275229895157
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6757665880349795
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0.5977859778597786
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6937269372693727
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7011070110701108
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7306273062730627
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5977859778597786
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2312423124231242
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1402214022140221
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07306273062730627
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5977859778597786
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6937269372693727
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7011070110701108
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7306273062730627
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6676556795915823
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.647231008024366
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.649037004897324
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 7
Created: 2025-03-22 20:32:53