Large Language Models

M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models NAACL 2025 M^2LLM: Multi-view Molecular Representation Learning with Large Language Models IJCAI 2025 M2S: Multi-turn to Single-turn jailbreak in Red Teaming for LLMs ACL 2025 M³GQA: A Multi-Entity Multi-Hop Multi-Setting Graph Question Answering Benchmark ACL 2025 M4Bench: A Benchmark of Multi-domain Multi-granularity Multi-image Understanding for Multi-modal Large Language Models IJCAI 2025 Machine Theory of Mind Needs Machine Validation ACL 2025 Machine Translation Using Grammar Materials for LLM Post-Correction NAACL 2025 MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness EMNLP 2025 madhans476 at SemEval-2025 Task 9: Multi-Model Ensemble and Prompt-Based Learning for Food Hazard Prediction SemEval 2025 MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models AAAI 2025 MagicPIG: LSH Sampling for Efficient LLM Generation ICLR 2025 Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment ICLR 2025 MAIN: Mutual Alignment Is Necessary for instruction tuning EMNLP 2025 Make Every Letter Count: Building Dialect Variation Dictionaries from Monolingual Corpora EMNLP 2025 Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment ICML 2025 Making Language Models Robust Against Negation NAACL 2025 Making RALM Robust to Irrelevant Contexts via Layer Knowledge Guided Attention ACL 2025 Making Sense of Korean Sentences: A Comprehensive Evaluation of LLMs through KoSEnd Dataset ACL 2025 MALAMUTE: A Multilingual, Highly-granular, Template-free, Education-based Probing Dataset ACL 2025 MALTO at SemEval-2025 Task 3: Detecting Hallucinations in LLMs via Uncertainty Quantification and Larger Model Validation SemEval 2025 ManipBench: Benchmarking Vision-Language Models for Low-Level Robot Manipulation CoRL 2025 ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media COLING 2025 MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025 MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning ICML 2025 MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science ICLR 2025