Large Language Models

Who We Are, Where We Are: Mental Health at the Intersection of Person, Situation, and Large Language Models NAACL 2025 Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa ACL 2025 Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning EMNLP 2025 Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited ACL 2025 Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive? ICML 2025 Why Safeguarded Ships Run Aground? Aligned Large Language Models’ Safety Mechanisms Tend to Be Anchored in The Template Region ACL 2025 Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors EMNLP 2025 WiCkeD: A Simple Method to Make Multiple Choice Benchmarks More Challenging ACL 2025 WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation ICCV 2025 WikiBigEdit: Understanding the Limits of Lifelong Knowledge Editing in LLMs ICML 2025 Wikidata-Driven Entity-Aware Translation: Boosting LLMs with External Knowledge SemEval 2025 WildChat-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training ICML 2025 Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025 WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models ACL 2025 WMarkGPT: Watermarked Image Understanding via Multimodal Large Language Models ICML 2025 Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and Hindi EMNLP 2025 Wonderland_EDU@HKU at BEA 2025 Shared Task: Fine-tuning Large Language Models to Evaluate the Pedagogical Ability of AI-powered Tutors ACL 2025 WordGame: Efficient & Effective LLM Jailbreak via Simultaneous Obfuscation in Query and Response NAACL 2025 Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly EMNLP 2025 WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation NAACL 2025 World Model Implanting for Test-time Adaptation of Embodied Agents ICML 2025 World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning ACL 2025 World Models with Hints of Large Language Models for Goal Achieving NAACL 2025 Writing in Symbiosis: Mapping Human Creative Agency in the AI Era NeurIPS 2025 Writing Like the Best: Exemplar-Based Expository Text Generation ACL 2025