Natural Language Processing

Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025 Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ACL 2025 Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding EMNLP 2025 MARIO-0.5B: A Multi-Agent Lightweight Model for Real-Time Open Information Extraction in Low-Resource Settings EMNLP 2025 MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ACL 2025 Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts IJCNLP 2025 MarkushGrapher: Joint Visual and Textual Recognition of Markush Structures CVPR 2025 MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions ICLR 2025 MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation EMNLP 2025 MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset ACL 2025 MARS: Unleashing the Power of Variance Reduction for Training Large Models ICML 2025 MASAQ Parser: A Fine-grained MorphoSyntactic Analyzer for the Quran COLING 2025 Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models ACL 2025 MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations CVPR 2025 Mask and You Shall Receive: Optimizing Masked Language Modeling For Pretraining BabyLMs EMNLP 2025 Masked Diffusion Language Models with Frequency-Informed Training EMNLP 2025 Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis AAAI 2025 [MASK]ED - Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse. EMNLP 2025 Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More ICML 2025 Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation ACL 2025 Masks and Mimicry: Strategic Obfuscation and Impersonation Attacks on Authorship Verification NAACL 2025 MasRouter: Learning to Route LLMs for Multi-Agent Systems ACL 2025 Massively Multilingual Instruction-Following Information Extraction ACL 2025 Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality EMNLP 2025 Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding ICML 2025