Papers
Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records
Sarvesh Soni, Soumya Gayen, Dina Demner-Fushman
Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports
Chenghao Xiao, Kun Zhao, Xiao Wang et al.
Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering
Brandon Colelough, Davis Bartels, Dina Demner-Fushman
Overview of the Critical Questions Generation Shared Task
Blanca Calvo Figueras, Jaione Bengoetxea, Maite Heredia et al.
Overview of the Fifth Workshop on Scholarly Document Processing
Tirthankar Ghosal, Philipp Mayr, Anita De Waard et al.
Overview of the SciHal25 Shared Task on Hallucination Detection for Scientific Content
Dan Li, Bogdan Palfi, Colin Zhang et al.
OZemi at SemEval-2025 Task 11: Multilingual Emotion Detection and Intensity
Hidetsune Takahashi, Sumiko Teng, Jina Lee et al.
OZSpeech: One-step Zero-shot Speech Synthesis with Learned-Prior-Conditioned Flow Matching
Nghia Huynh Nguyen Hieu, Ngoc Son Nguyen, Huynh Nguyen Dang et al.
P2 Law: Scaling Law for Post-Training After Model Pruning
Xiaodong Chen, Yuxuan Hu, Xiaokang Zhang et al.
P²Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts
Kaiwen Wei, Jie Yao, Jiang Zhong et al.
P3: Prompts Promote Prompting
Xinyu Zhang, Yuanquan Hu, Fangchao Liu et al.
PAARS: Persona Aligned Agentic Retail Shoppers
Saab Mansour, Leonardo Perelli, Lorenzo Mainetti et al.
Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning
Shuhe Wang, Guoyin Wang, Yizhong Wang et al.
PAI at SemEval-2025 Task 11: A Large Language Model Ensemble Strategy for Text-Based Emotion Detection
Zhihao Ruan, Runyang You, Kaifeng Yang et al.
PALI-NLP at SemEval 2025 Task 1: Multimodal Idiom Recognition and Alignment
Runyang You, Xinyue Mei, Mengyuan Zhou
Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs
Fakhraddin Alwajih, Abdellah El Mekki, Samar Mohamed Magdy et al.
PAM: Paraphrase AMR-Centric Evaluation Metric
Afonso Sousa, Henrique Lopes Cardoso
Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models
Jinyang Wu, Shuai Zhang, Feihu Che et al.
PAP2PAT: Benchmarking Outline-Guided Long-Text Patent Generation with Patent-Paper Pairs
Valentin Knappich, Anna Hätty, Simon Razniewski et al.
PapersPlease: A Benchmark for Evaluating Motivational Values of Large Language Models Based on ERG Theory
Junho Myung, Yeon Su Park, Sunwoo Kim et al.
Paragraph-level Error Correction and Explanation Generation: Case Study for Estonian
Martin Vainikko, Taavi Kamarik, Karina Kert et al.
Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths
Songlin Zhai, Yuan Meng, Yuxin Zhang et al.
Parameter-Efficient Fine-Tuning via Circular Convolution
Aochuan Chen, Jiashun Cheng, Zijing Liu et al.
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
Yongxin Xu, Ruizhe Zhang, Xinke Jiang et al.
PARME: Parallel Corpora for Low-Resourced Middle Eastern Languages
Sina Ahmadi, Rico Sennrich, Erfan Karami et al.