Large Language Models

ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses IJCNLP 2025 Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents ACL 2025 Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild EMNLP 2025 Provable Benefits of Task-Specific Prompts for In-context Learning AISTATS 2025 Provable In-Context Vector Arithmetic via Retrieving Task Concepts ICML 2025 Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning CVPR 2025 PROXSPARSE: REGULARIZED LEARNING OF SEMI-STRUCTURED SPARSITY MASKS FOR PRETRAINED LLMS ICML 2025 PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality EMNLP 2025 Prune ’n Predict: Optimizing LLM Decision-making with Conformal Prediction ICML 2025 PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations ACL 2025 Psycholinguistic Word Features: a New Approach for the Evaluation of LLMs Alignment with Humans ACL 2025 PsyDial: A Large-scale Long-term Conversational Dataset for Mental Health Support ACL 2025 PsyScam: A Benchmark for Psychological Techniques in Real-World Scams EMNLP 2025 Pun Unintended: LLMs and the Illusion of Humor Understanding EMNLP 2025 Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriter AAAI 2025 Puzzle: Distillation-Based NAS for Inference-Optimized LLMs ICML 2025 PwnGPT: Automatic Exploit Generation Based on Large Language Models ACL 2025 QAEval: Mixture of Evaluators for Question-Answering Task Evaluation ACL 2025 Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs CVPR 2025 QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models EMNLP 2025 QDTSynth: Quality-Driven Formal Theorem Synthesis for Enhancing Proving Performance of LLMs ACL 2025 Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation NAACL 2025 QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models EMNLP 2025 QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation ACL 2025 QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety ACL 2025