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Collections including paper arxiv:2309.07430

Biomedical NLP papers

Papers posted on @[email protected] (Clinical, Healthcare & Biomedical NLP)

about 21 hours ago

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 30 days 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

Datasets, models, and resources for ongoing summarization work

Falconsai/text_summarization

Summarization • Updated Feb 17 • 44.6k • 189
lighteval/summarization

Viewer • Updated May 12, 2023 • 90.3k • 52 • 3
lighteval/legal_summarization

Viewer • Updated Jul 7, 2023 • 26.9k • 362 • 22
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Paper • 2309.07430 • Published Sep 14, 2023 • 27

TnT-LLM: Text Mining at Scale with Large Language Models

Paper • 2403.12173 • Published Mar 18 • 19
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Paper • 2309.07430 • Published Sep 14, 2023 • 27
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting

Paper • 2309.04269 • Published Sep 8, 2023 • 32

MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records

Paper • 2308.14089 • Published Aug 27, 2023 • 28
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Paper • 2309.07430 • Published Sep 14, 2023 • 27

How to Train Data-Efficient LLMs

Paper • 2402.09668 • Published Feb 15 • 38
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 77
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Paper • 2403.03507 • Published Mar 6 • 182
MathScale: Scaling Instruction Tuning for Mathematical Reasoning

Paper • 2403.02884 • Published Mar 5 • 15

Advanced and Recent Papers

Advanced and recent papers about deep learning. Please send your recommend paper to email: [email protected]

AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models

Paper • 2309.16414 • Published Sep 28, 2023 • 19
Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of A Multilingual ASR Model

Paper • 2309.13018 • Published Sep 22, 2023 • 9
Robust Speech Recognition via Large-Scale Weak Supervision

Paper • 2212.04356 • Published Dec 6, 2022 • 23
Language models in molecular discovery

Paper • 2309.16235 • Published Sep 28, 2023 • 10

Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Paper • 2309.07430 • Published Sep 14, 2023 • 27
MindAgent: Emergent Gaming Interaction

Paper • 2309.09971 • Published Sep 18, 2023 • 11
Cure the headache of Transformers via Collinear Constrained Attention

Paper • 2309.08646 • Published Sep 15, 2023 • 12
Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 37

Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Paper • 2309.07430 • Published Sep 14, 2023 • 27

Medical AI LLMs

Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Paper • 2309.07430 • Published Sep 14, 2023 • 27

Agents: An Open-source Framework for Autonomous Language Agents

Paper • 2309.07870 • Published Sep 14, 2023 • 42
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Paper • 2309.07430 • Published Sep 14, 2023 • 27
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Paper • 2309.08532 • Published Sep 15, 2023 • 52
Investigating Answerability of LLMs for Long-Form Question Answering

Paper • 2309.08210 • Published Sep 15, 2023 • 12

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