Model: ethanteh/bge-finetuned-insurance-matryoshka
Author: ethanteh
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:739, 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:739, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en-v1.5
widget: source_sentence: 70. Rheumatic Fever with Heart Valve Disorders 71. Resection of the whole small intestine (duodenum, jejunum and ileum)

32. Paralysis of Limbs

72. Severe Crohn's Disease

33. Third Degree Burns – of specified severity

34. Fulminant Viral Hepatitis

73. Severe Pulmonary Fibrosis

74. Rabies

35. Terminal Illness

75. Generalized Tetanus

9

About AIA Bhd.

AIA Bhd. is a leading insurer in Malaysia, where we have been privileged to do business since 1948. We offer a suite of financial solutions including Protection, Health, Employee Benefits, Mortgage and Retirement products to meet our customers’ protection and financial security needs at every life stage. Through our wide and diverse distribution footprint which comprises of a 20,500 strong Life Planner force, our exclusive bank partner’s branches nationwide as well as corporate sales teams and brokers, we give our customers the choice of deciding how, when and where they connect with us.

Part of the AIA Group, the largest independent publicly listed pan-Asian life insurance group, AIA Bhd. has the financial strength, experience, service centre network and a well-trained team of more than 2,600 employees to serve our 4.7 million customers nationwide. As at 30 June 2022, AIA Bhd.’s total asset worth was RM58.98 billion, with a paid-up capital of RM810 million.

10

aia.com.my

0624
sentences: In case of discrepancies between the different language versions of this leaflet, which version takes precedence?, What factors influence the annual premiums for the insurance plan?, What is the total asset worth of AIA Bhd. as of June 30, 2022?, source_sentence: Tawau

Ground Floor Wisma Great Eastern Jalan Billian 91000 Tawau, Sabah

Reach for Great

HEAD OFFICE

Great Eastern Life Assurance (Malaysia) Berhad (93745-A) Menara Great Eastern, 303 Jalan Ampang, 50450 Kuala Lumpur 03-4259 8888

03-4259 8000

wecare-my@greateasternlife.com

www.greateasternlife.com

Great Eastern Life Assurance (Malaysia) Berhad (93745-A) is licensed under the Financial Services Act 2013 and is regulated by Bank Negara Malaysia.

For the latest contact details, please refer to the Company’s website.

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MCM/GCCR/V2/03/2024

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sentences: What is the address of the Great Eastern Life Assurance (Malaysia) Berhad head office?, Besides the daily guardian benefit, what other financial support is available under SmartMedic Shield Plus?, How long was mechanical ventilation used for in the cases of intensive care?, source_sentence: • Dental care and/or treatment, cosmetic surgery, eye glasses, corrective aids and treatment of refractive errors or any optional surgery;

• Experimental or unlicensed treatment or test;

• Any event giving rise to a claim on the Insured caused directly or indirectly by the intentional act of the policy owner or person who will otherwise be entitled to the benefit payable;

• The use of unprescribed drugs where such drugs as required by law are to be prescribed by a registered medical practitioner; or

• The mother opts for Elective (Voluntary) Medical or Surgical Termination of Pregnancy other than for certified medical reasons and other than by certified medical process under the supervision of a registered Physician or Specialist.

Note: The list is non-exhaustive. Please refer to the policy contract for full details of the exclusions.

A-Plus BabyCare Xtra

For your attention
sentences: Under what conditions will my GREAT Medic Lite Secure policy be terminated?, What should I do if I need a complete list of exclusions for my plan?, Under what circumstances would a pregnancy termination NOT be covered by A-Plus BabyCare Xtra?, source_sentence: Critical illness is diagnosed within 12 months from the date of diagnosis of the previous critical illness claim and the critical illness is directly or indirectly related to the previously claimed critical illness or its cause of any prior claim; or

The diagnosis of the 2™ Cancer is less than 5 years from the date the insured is deemed to be in complete remission to be certified by a physician from the 1* Cancer or the 2" Cancer is located inside the same site or the same organ as the 1* Cancer; or

Critical illness or covered surgeries resulting from self-inflicted injuries; or

Critical illness was diagnosed directly or indirectly due to a congenital defect or disease which has manifested or was diagnosed before the insured attains 17 years of age; or

Critical illness if the insured did not survive for at least 30 days after the diagnosis of a critical illness.

Note: This list is not exhaustive. Please refer to the policy contract for the full list of exclusions.

A-Plus Multi CriticalCare

For your attention:
sentences: What are the annual and lifetime limits for Plan 1, and what is the deductible?, What is the full name of the company referred to as "Great Eastern Life"?, Under what circumstances might a critical illness claim be excluded due to a prior claim?, source_sentence: Pre-retirement Deductible 0; Post-retirement Deductible 0

Age Male Female MSIII 200 MSIII 300 MSIII 500 MSIII 200 MSIII 300 28 1,166 1,590 2,324 1,246 1,755 29 1,184 1,598 2,336 1,264 1,763 30 1,212 1,609 2,345 1,284 1,772 31 1,241 1,648 2,403 1,305 1,783 32 1,272 1,693 2,469 1,336 1,791 33 1,305 1,744 2,544 1,366 1,829 34 1,340 1,799 2,625 1,396 1,873 35 1,384 1,865 2,723 1,426 1,918 36 1,430 1,932 2,821 1,457 1,962 37 1,490 2,016 2,944 1,490 2,004 38 1,555 2,103 3,072 1,528 2,046 39 1,658 2,239 3,272 1,567 2,087 40 1,794 2,419 3,536 1,610 2,134 41 1,930 2,600 3,801 1,674 2,214 MSIII 500 2,564 2,576 2,588 2,602 2,606 2,661 2,725 2,791 2,856 2,918 2,980 3,041 3,110 3,228

Note:

For presentation purposes, the insurance charges are rounded up to the next ringgit.

Annual Insurance Charges for HLA MediShield III Rider

Occupational Class 1 & 2
sentences: Under what circumstances would hospitalization NOT be covered by this insurance plan?, What are the annual insurance charges for a 35-year-old male under HLA MediShield III Rider, Occupational Class 1 & 2, assuming pre and post retirement deductibles are 0?, What types of post-hospitalization support are included in the medical coverage?
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: BGE Health Insurance Matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.060240963855421686
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5301204819277109
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6626506024096386
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7710843373493976
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.060240963855421686
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.17670682730923695
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.13253012048192767
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07710843373493974
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.060240963855421686
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5301204819277109
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6626506024096386
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7710843373493976
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4436030747668977
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.33574297188755015
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.34817045027492005
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: 0.08433734939759036
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4939759036144578
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6385542168674698
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7831325301204819
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.08433734939759036
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.16465863453815263
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.12771084337349395
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07831325301204817
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.08433734939759036
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4939759036144578
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6385542168674698
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7831325301204819
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4511509362202178
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.34337349397590367
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.35435143504420613
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: 0.08433734939759036
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4939759036144578
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6506024096385542
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7710843373493976
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.08433734939759036
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.1646586345381526
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1301204819277108
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07710843373493974
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.08433734939759036
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4939759036144578
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6506024096385542
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7710843373493976
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.44316496712379383
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3369812583668005
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.34767697575789736
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: 0.0963855421686747
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4578313253012048
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5783132530120482
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7951807228915663
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.0963855421686747
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15261044176706826
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11566265060240961
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0795180722891566
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.0963855421686747
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4578313253012048
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5783132530120482
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7951807228915663
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4422386288757641
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3309715050678906
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3392564023044086
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: 0.07228915662650602
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.40963855421686746
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5301204819277109
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7349397590361446
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.07228915662650602
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.13654618473895583
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.10602409638554214
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07349397590361444
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.07228915662650602
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.40963855421686746
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5301204819277109
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7349397590361446
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.40029711937780366
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.294611780455154
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.30793139603660774
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 10
Created: 2025-02-11 07:20:35