Foundation Models

MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds EMNLP 2025 MossNet: Mixture of State-Space Experts is a Multi-Head Attention IJCNLP 2025 MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation EMNLP 2025 MoVa: Towards Generalizable Classification of Human Morals and Values EMNLP 2025 MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification ACL 2025 MPRF: Interpretable Stance Detection through Multi-Path Reasoning Framework EMNLP 2025 MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators COLING 2025 M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision ICCV 2025 MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation EMNLP 2025 MTL-UE: Learning to Learn Nothing for Multi-Task Learning ICML 2025 MTSAM: Multi-Task Fine-Tuning for Segment Anything Model ICLR 2025 MuHBoost: Multi-Label Boosting For Practical Longitudinal Human Behavior Modeling ICLR 2025 Multi-agent Architecture Search via Agentic Supernet ICML 2025 Multi-Agent LLM Debate Unveils the Premise Left Unsaid ACL 2025 Multi-Conditional Ranking with Large Language Models NAACL 2025 MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents EMNLP 2025 Multi-Domain Graph Foundation Models: Robust Knowledge Transfer via Topology Alignment ICML 2025 Multilingual Learning Strategies in Multilingual Large Language Models EMNLP 2025 Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning ICLR 2025 Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025 Multimodal Medical Code Tokenizer ICML 2025 Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models NAACL 2025 Multi-Objective Evolution of Heuristic Using Large Language Model AAAI 2025 Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering COLING 2025 Multi-Reference Preference Optimization for Large Language Models AAAI 2025