Large Language Models

MC2: Towards Transparent and Culturally-Aware NLP for Minority Languages in China ACL 2024 mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024 mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans ACL 2024 MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making NeurIPS 2024 mDPO: Conditional Preference Optimization for Multimodal Large Language Models EMNLP 2024 Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance NeurIPS 2024 Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models NeurIPS 2024 Measuring Psychological Depth in Language Models EMNLP 2024 Measuring Social Norms of Large Language Models NAACL 2024 Measuring the Inconsistency of Large Language Models in Preferential Ranking ACL 2024 Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations EMNLP 2024 MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning EMNLP 2024 MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records AAAI 2024 MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models AAAI 2024 MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NeurIPS 2024 MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation EMNLP 2024 Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? EMNLP 2024 MedINST: Meta Dataset of Biomedical Instructions EMNLP 2024 MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning NeurIPS 2024 MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024 mEdIT: Multilingual Text Editing via Instruction Tuning NAACL 2024 MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey NeurIPS 2024 MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain COLING 2024 MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering ACL 2024 MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models NeurIPS 2024