Question Answering

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 PEACE: Empowering Geologic Map Holistic Understanding with MLLMs CVPR 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 Perceive Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries WACV 2025 Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation COLING 2025 Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025 PerLA: Perceptive 3D Language Assistant CVPR 2025 Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research EMNLP 2025 Persona is a Double-Edged Sword: Rethinking the Impact of Role-play Prompts in Zero-shot Reasoning Tasks IJCNLP 2025 Personalized Question Answering with User Profile Generation and Compression EMNLP 2025 PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation ICML 2025 Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding CoNLL 2025 Plugging Schema Graph into Multi-Table QA: A Human-Guided Framework for Reducing LLM Reliance EMNLP 2025 Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025 Polishing Every Facet of the GEM: Testing Linguistic Competence of LLMs and Humans in Korean ACL 2025 POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval ICML 2025 Position: Medical Large Language Model Benchmarks Should Prioritize Construct Validity ICML 2025 Position: Retrieval-augmented systems can be dangerous medical communicators ICML 2025 Potemkin Understanding in Large Language Models ICML 2025 PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries NAACL 2025 Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025 Prediction-Augmented Generation for Automatic Diagnosis Tasks ACL 2025 PresiUniv at FinCausal 2025 Shared Task: Applying Fine-tuned Language Models to Explain Financial Cause and Effect with Zero-shot Learning COLING 2025