Large Language Models

MathConstruct: Challenging LLM Reasoning with Constructive Proofs ICML 2025 MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion ACL 2025 Math Neurosurgery: Isolating Language Models’ Math Reasoning Abilities Using Only Forward Passes ACL 2025 MATS: An Audio Language Model under Text-only Supervision ICML 2025 MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling ICCV 2025 MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025 MaXIFE: Multilingual and Cross-lingual Instruction Following Evaluation ACL 2025 Maximizing Intermediate Checkpoint Value in LLM Pretraining with Bayesian Optimization ICML 2025 Maximizing Signal in Human-Model Preference Alignment AAAI 2025 MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models EMNLP 2025 M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models EMNLP 2025 McBE: A Multi-task Chinese Bias Evaluation Benchmark for Large Language Models ACL 2025 MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol EMNLP 2025 MCP-Driven Parametric Modeling: Integrating LLM Agents into Architectural and Landscape Design Workflows NeurIPS 2025 MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models EMNLP 2025 MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search EMNLP 2025 MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ACL 2025 MDCure: A Scalable Pipeline for Multi-Document Instruction-Following ACL 2025 MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs ICCV 2025 MDSBots@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using MURTweet COLING 2025 Measuring and Mitigating Homelessness Bias: Leveraging AI for Social Impact IJCAI 2025 Measuring and Mitigating Media Outlet Name Bias in Large Language Models EMNLP 2025 Measuring Bias and Agreement in Large Language Model Presupposition Judgments ACL 2025 Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps EMNLP 2025 Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric ACL 2025