Large Language Models

MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval EMNLP 2025 MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025 Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training CVPR 2025 Monotonic Attention for Robust Text-to-Speech Synthesis in Large Language Model Frameworks Interspeech 2025 Monte Carlo Sampling for Analyzing In-Context Examples NAACL 2025 Monte Carlo Temperature: a robust sampling strategy for LLM’s uncertainty quantification methods NAACL 2025 MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection ACL 2025 Morables: A Benchmark for Assessing Abstract Moral Reasoning in LLMs with Fables EMNLP 2025 More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning EMNLP 2025 More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives ACL 2025 MoVa: Towards Generalizable Classification of Human Morals and Values EMNLP 2025 MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification ACL 2025 MPCG: Multi-Round Persona-Conditioned Generation for Modeling the Evolution of Misinformation with LLMs EMNLP 2025 MP: Endowing Large Language Models with Lateral Thinking AAAI 2025 mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025 MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection SemEval 2025 MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation EMNLP 2025 MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization EMNLP 2025 MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding ICLR 2025 Multilabel Classification of Persuasion Techniques with self-improving LLM agent: SlavicNLP 2025 Shared Task ACL 2025 Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025 Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English AAAI 2025 Multilingual Verbalisation of Knowledge Graphs EMNLP 2025 Multi-modal Medical Diagnosis via Large-small Model Collaboration CVPR 2025 Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models NAACL 2025