Large Language Models

mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration CVPR 2024 MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models EMNLP 2024 MTLS: Making Texts into Linguistic Symbols EMNLP 2024 MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024 MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024 Multicalibration for Confidence Scoring in LLMs ICML 2024 Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models EMNLP 2024 MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge IJCAI 2024 Multi-Head Mixture-of-Experts NeurIPS 2024 Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors ACL 2024 Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping EMNLP 2024 Multilingual Fact-Checking using LLMs EMNLP 2024 Multilingual Fine-Grained News Headline Hallucination Detection EMNLP 2024 Multi-LLM Debate: Framework, Principals, and Interventions NeurIPS 2024 Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models EMNLP 2024 Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception CVPR 2024 Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models ACL 2024 Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning NeurIPS 2024 Multi-Object Hallucination in Vision Language Models NeurIPS 2024 MultiPLY: A Multisensory Object-Centric Embodied Large Language Model in 3D World CVPR 2024 Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation ACL 2024 Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? ACL 2024 MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models NeurIPS 2024 MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024 MUSCLE: A Model Update Strategy for Compatible LLM Evolution EMNLP 2024