Representation Learning

MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models AAAI 2025 MS-Glance: Bio-Inspired Non-Semantic Context Vectors and their Applications in Supervising Image Reconstruction WACV 2025 MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models COLING 2025 MSVIT: Improving Spiking Vision Transformer Using Multi-scale Attention Fusion IJCAI 2025 Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering AAAI 2025 Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025 Multi-Class versus Means-End: Assessing Classification Approaches for Argument Patterns ACL 2025 Multi-domain Distribution Learning for De Novo Drug Design ICLR 2025 Multi-Domain Explainability of Preferences EMNLP 2025 Multi-Field Adaptive Retrieval ICLR 2025 Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary AAAI 2025 Multi-Group Proportional Representations for Text-to-Image Models CVPR 2025 Multi-Hierarchical Fine-Grained Feature Mapping Driven by Feature Contributions for Molecular Odor Prediction IJCAI 2025 Multi-Hop Reasoning for Question Answering with Hyperbolic Representations ACL 2025 Multilayer Matrix Factorization via Dimension-Reducing Diffusion Variational Inference ICML 2025 Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025 Multi-level Relevance Document Identifier Learning for Generative Retrieval ACL 2025 Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025 Multilingual Generative Retrieval via Cross-lingual Semantic Compression EMNLP 2025 Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025 Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing EMNLP 2025 Multilingual Learning Strategies in Multilingual Large Language Models EMNLP 2025 Multilingual Pretraining for Pixel Language Models EMNLP 2025 Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025 Multi-Marginal Stochastic Flow Matching for High-Dimensional Snapshot Data at Irregular Time Points ICML 2025