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Papers for “question answering”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

TitleAuthorsYearSource
MIA 2022 Shared Task Submission: Leveraging Entity Representations, Dense-Sparse Hybrids, and Fusion-in-Decoder for Cross-Lingual Question AnsweringZhucheng Tu, Sarguna Janani Padmanabhan2022arxiv 2207.01940
Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning ChallengeSumithra Bhakthavatsalam, Daniel Khashabi, Tushar Khot2021arxiv 2102.03315
Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question AnsweringHwan Chang, Yumin Kim, Yonghyun Jun2025arxiv 2505.15805
Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic SurgeryGuankun Wang, Long Bai, Wan Jun Nah2024arxiv 2405.10948
If Only My CGM Could Speak: A Privacy-Preserving Agent for Question Answering over Continuous Glucose DataYanjun Cui, Ali Emami, Temiloluwa Prioleau2026arxiv 2604.17133
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual ScenesParitosh Parmar, Eric Peh, Ruirui Chen2024arxiv 2404.01299
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge GraphJinhao Jiang, Kun Zhou, Wayne Xin Zhao2022arxiv 2212.00959
ReXVQA: A Large-scale Visual Question Answering Benchmark for Generalist Chest X-ray UnderstandingAnkit Pal, Jung-Oh Lee, Xiaoman Zhang2025arxiv 2506.04353
Advancing Multimodal Large Language Models in Chart Question Answering with Visualization-Referenced Instruction TuningXingchen Zeng, Haichuan Lin, Yilin Ye2024arxiv 2407.20174
Question answering systems for health professionals at the point of care -- a systematic reviewGregory Kell, Angus Roberts, Serge Umansky2024arxiv 2402.01700
UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question AnsweringChenlu Zhan, Peng Peng, Hongsen Wang2022arxiv 2212.10729
Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge DistillationCasimiro Pio Carrino, Carlos Escolano, José A. R. Fonollosa2023arxiv 2309.17134
RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question AnsweringRongyang Zhang, Yuqing Huang, Chengqiang Lu2025arxiv 2512.05119
From Question Answering to Task Completion: A Survey on Agent System and Harness DesignJianyuan Guo, Zhiwei Hao, Chengcheng Wang2026arxiv 2606.20683
Autofocus Retrieval: An Effective Pipeline for Multi-Hop Question Answering With Semi-Structured KnowledgeDerian Boer, Stephen Roth, Stefan Kramer2025arxiv 2505.09246
Sign Language Question Answering: A New Task, Benchmark, and Baseline for Sign Language UnderstandingShiwei Gan, Lichen Wang, Xiao Liu2026arxiv 2607.27826
Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question AnsweringZeqing Wang, Wentao Wan, Qiqing Lao2023arxiv 2311.17331
DSAS: A Universal Plug-and-Play Framework for Attention Optimization in Multi-Document Question AnsweringJiakai Li, Rongzheng Wang, Yizhuo Ma2025arxiv 2510.12251
Leveraging the Domain Adaptation of Retrieval Augmented Generation Models for Question Answering and Reducing HallucinationSalman Rakin, Md. A.R. Shibly, Zahin M. Hossain2024arxiv 2410.17783
RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural LanguageSubrata Biswas, Mohammad Nur Hossain Khan, Bashima Islam2025arxiv 2505.17114