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Falconsai/text_summarization
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lighteval/summarization
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Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
Paper • 2309.07430 • Published • 27
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Collections including paper arxiv:2309.07430
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TnT-LLM: Text Mining at Scale with Large Language Models
Paper • 2403.12173 • Published • 19 -
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
Paper • 2309.07430 • Published • 27 -
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
Paper • 2309.04269 • Published • 32
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How to Train Data-Efficient LLMs
Paper • 2402.09668 • Published • 38 -
Adapting Large Language Models via Reading Comprehension
Paper • 2309.09530 • Published • 75 -
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Paper • 2403.03507 • Published • 182 -
MathScale: Scaling Instruction Tuning for Mathematical Reasoning
Paper • 2403.02884 • Published • 15
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MultiMed: Massively Multimodal and Multitask Medical Understanding
Paper • 2408.12682 • Published -
Towards Evaluating and Building Versatile Large Language Models for Medicine
Paper • 2408.12547 • Published -
RealMedQA: A pilot biomedical question answering dataset containing realistic clinical questions
Paper • 2408.08624 • Published -
Fine-tuning Large Language Models with Human-inspired Learning Strategies in Medical Question Answering
Paper • 2408.07888 • Published • 9
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AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models
Paper • 2309.16414 • Published • 19 -
Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of A Multilingual ASR Model
Paper • 2309.13018 • Published • 9 -
Robust Speech Recognition via Large-Scale Weak Supervision
Paper • 2212.04356 • Published • 16 -
Language models in molecular discovery
Paper • 2309.16235 • Published • 10
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Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
Paper • 2309.07430 • Published • 27 -
MindAgent: Emergent Gaming Interaction
Paper • 2309.09971 • Published • 11 -
Cure the headache of Transformers via Collinear Constrained Attention
Paper • 2309.08646 • Published • 12 -
Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 37
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Agents: An Open-source Framework for Autonomous Language Agents
Paper • 2309.07870 • Published • 39 -
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
Paper • 2309.07430 • Published • 27 -
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 52 -
Investigating Answerability of LLMs for Long-Form Question Answering
Paper • 2309.08210 • Published • 12