Natural Language Processing

SHIFT: Selected Helpful Informative Frame for Video-guided Machine Translation EMNLP 2025 SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models ICCV 2025 shimig@DravidianLangTech2025: Stratification of Abusive content on Women in Social Media NAACL 2025 ShortCheck: Checkworthiness Detection of Multilingual Short‐Form Videos IJCNLP 2025 Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification CoNLL 2025 ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents ICLR 2025 Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos ICLR 2025 Shot-by-Shot: Film-Grammar-Aware Training-Free Audio Description Generation ICCV 2025 Should I Believe in What Medical AI Says? A Chinese Benchmark for Medication Based on Knowledge and Reasoning ACL 2025 Should I Share this Translation? Evaluating Quality Feedback for User Reliance on Machine Translation EMNLP 2025 SHROOM-CAP: Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications AACL 2025 Shy-hunyuan-MT at WMT25 General Machine Translation Shared Task EMNLP 2025 Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense Inference COLING 2025 SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning ACL 2025 SIFT: Grounding LLM Reasoning in Contexts via Stickers EMNLP 2025 Sign2Vis: Automated Data Visualization from Sign Language ACL 2025 SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models ACL 2025 Signs as Tokens: A Retrieval-Enhanced Multilingual Sign Language Generator ICCV 2025 SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis COLING 2025 silp_nlp at SemEval-2025 Task 2: An Effect of Entity Awareness in Machine Translation Using LLM SemEval 2025 silp_nlp at SemEval-2025 Task 5: Subject Recommendation With Sentence Transformer SemEval 2025 SilVar: Speech-Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization EMNLP 2025 Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation AAAI 2025 SimAgents: Bridging Literature and the Universe Via A Multi-Agent Large Language Model System IJCNLP 2025 SimAI: Unifying Architecture Design and Performance Tuning for Large-Scale Large Language Model Training with Scalability and Precision NSDI 2025