Natural Language Processing

PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SemEval 2025 PATeam at SemEval-2025 Task 9: LLM-Augmented Fusion for AI-Driven Food Safety Hazard Detection SemEval 2025 Patent-CR: A Dataset for Patent Claim Revision NAACL 2025 PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025 PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims EMNLP 2025 PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology EMNLP 2025 Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline EMNLP 2025 Pathways to Radicalisation: On Research for Online Radicalisation in Natural Language Processing and Machine Learning ACL 2025 Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25 EMNLP 2025 Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation AACL 2025 Patient-Centric Question Answering- Overview of the Shared Task at the Second Workshop on NLP and AI for Multilingual and Healthcare Communication AACL 2025 PATIMT-Bench: A Multi-Scenario Benchmark for Position-Aware Text Image Machine Translation in Large Vision-Language Models EMNLP 2025 Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine ACL 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 PDFMathTranslate: Scientific Document Translation Preserving Layouts EMNLP 2025 PEACE: Empowering Geologic Map Holistic Understanding with MLLMs CVPR 2025 PEARL: Parallel Speculative Decoding with Adaptive Draft Length ICLR 2025 PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA ACL 2025 PeerQA: A Scientific Question Answering Dataset from Peer Reviews NAACL 2025 PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement ACL 2025 PentaML at BLP-2025 Task 1: Linear Probing of Pre-trained Transformer-based Models for Bangla Hate Speech Detection AACL 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