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Collections including paper arxiv:2303.14070

Biomedical NLP papers

Papers posted on @ArxivHealthcareNLP@sigmoid.social (Clinical, Healthcare & Biomedical NLP)

MedINST: Meta Dataset of Biomedical Instructions

Paper • 2410.13458 • Published 27 days ago • 6
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts

Paper • 2410.10626 • Published about 1 month ago • 37
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures

Paper • 2410.05235 • Published Oct 7 • 1
Named Clinical Entity Recognition Benchmark

Paper • 2410.05046 • Published Oct 7 • 17

Clinical Language Models

Some of my favorite clinical language models

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Explore Clinical & Biomedical Language Models
emilyalsentzer/Bio_ClinicalBERT

Fill-Mask • Updated Mar 31, 2023 • 3.31M • 284
Publicly Available Clinical BERT Embeddings

Paper • 1904.03323 • Published Apr 6, 2019 • 2
Clinical Camel: An Open-Source Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding

Paper • 2305.12031 • Published May 19, 2023 • 5

ChatDoctor: A Medical Chat Model Fine-tuned on LLaMA Model using Medical Domain Knowledge

Paper • 2303.14070 • Published Mar 24, 2023 • 11

Medical record dataset

ChatDoctor: A Medical Chat Model Fine-tuned on LLaMA Model using Medical Domain Knowledge

Paper • 2303.14070 • Published Mar 24, 2023 • 11

ChatDoctor: A Medical Chat Model Fine-tuned on LLaMA Model using Medical Domain Knowledge

Paper • 2303.14070 • Published Mar 24, 2023 • 11

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 44
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 14
RoBERTa: A Robustly Optimized BERT Pretraining Approach

Paper • 1907.11692 • Published Jul 26, 2019 • 7
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Paper • 1910.01108 • Published Oct 2, 2019 • 14

Doctor-Patient QA

Datasets useful for training Doctor-Patient QA models

joseluhf11/clinical_case_symptoms_diseases_dataset

Viewer • Updated Oct 26, 2023 • 1.19k • 49 • 9
BLACKBUN/imaginary_patient_cases

Viewer • Updated Oct 25, 2023 • 4.97k • 38 • 1
mahfoos/Patient-Doctor-Conversation

Viewer • Updated May 26, 2023 • 3.33k • 75 • 10
medalpaca/medical_meadow_wikidoc_patient_information

Viewer • Updated Apr 6, 2023 • 5.94k • 135 • 24

Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries

Paper • 2310.13132 • Published Oct 19, 2023 • 8
Do We Still Need Clinical Language Models?

Paper • 2302.08091 • Published Feb 16, 2023 • 3
Advancing Multimodal Medical Capabilities of Gemini

Paper • 2405.03162 • Published May 6 • 1
The impact of using an AI chatbot to respond to patient messages

Paper • 2310.17703 • Published Oct 26, 2023 • 5

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27 • 602
Mixtral of Experts

Paper • 2401.04088 • Published Jan 8 • 159
Mistral 7B

Paper • 2310.06825 • Published Oct 10, 2023 • 47
Don't Make Your LLM an Evaluation Benchmark Cheater

Paper • 2311.01964 • Published Nov 3, 2023 • 1

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