large language model

Path Drift in Large Reasoning Models: How First-Person Commitments Override Safety EMNLP 2025 Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline EMNLP 2025 PAT: Pruning-Aware Tuning for Large Language Models AAAI 2025 Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine ACL 2025 Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations ACL 2025 PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization EMNLP 2025 P-CoT: A Pedagogically-motivated Participatory Chain-of-Thought Prompting for Phonological Reasoning in LLMs ACL 2025 PCoT: Persuasion-Augmented Chain of Thought for Detecting Fake News and Social Media Disinformation ACL 2025 PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models IJCAI 2025 PD3F: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models EMNLP 2025 PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs ICML 2025 PDFMathTranslate: Scientific Document Translation Preserving Layouts EMNLP 2025 Pedestrian Attribute Recognition: A New Benchmark Dataset and a Large Language Model Augmented Framework AAAI 2025 PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement ACL 2025 PENCIL: Long Thoughts with Short Memory ICML 2025 People will agree what I think: Investigating LLM’s False Consensus Effect NAACL 2025 PEPE: Long-context Extension for Large Language Models via Periodic Extrapolation Positional Encodings EMNLP 2025 Perceive Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries WACV 2025 Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025 Perception-Guided Jailbreak Against Text-to-Image Models AAAI 2025 Periodical Moving Average Accelerates Gradient Accumulation for Post-Training UAI 2025 Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model CVPR 2025 PerLA: Perceptive 3D Language Assistant CVPR 2025 Permitted Knowledge Boundary: Evaluating the Knowledge-Constrained Responsiveness of Large Language Models EMNLP 2025 Permutative Preference Alignment from Listwise Ranking of Human Judgments EMNLP 2025