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Question Answering

4032 directly classified papers

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Papers

Patient-Centric Question Answering- Overview of the Shared Task at the Second Workshop on NLP and AI for Multilingual and Healthcare Communication IJCNLP 2025
Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation IJCNLP 2025
SAHA: Samvad AI for Healthcare Assistance IJCNLP 2025
MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction IJCNLP 2025
Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models NAACL 2025
VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models ACL 2025
Will the Prince Get True Love’s Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts NAACL 2025
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025
A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems ACL 2025
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025
ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025
Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ACL 2025
LOG: A Local-to-Global Optimization Approach for Retrieval-based Explainable Multi-Hop Question Answering COLING 2025
Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering ICCV 2025
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025
NLP4Health: Multilingual Clinical Dialogue Summarization and QA with mT5 and LoRA IJCNLP 2025
TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision ICCV 2025
AVAM: a Universal Training-free Adaptive Visual Anchoring Embedded into Multimodal Large Language Model for Multi-image Question Answering ICCV 2025
BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain ACL 2025
ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answering ICCV 2025
Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching EMNLP 2025
Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval ACL 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering NAACL 2025