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Papers for “question answering”

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

TitleAuthorsYearSource
MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in SummarizationPotsawee Manakul, Adian Liusie, Mark J. F. Gales2023arxiv 2301.12307
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsSagi Shaier, Kevin Bennett, Lawrence Hunter2023arxiv 2310.10571
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question AnsweringHaochen Shi, Weiqi Wang, Tianqing Fang2023arxiv 2310.11303
Joint Multi-Facts Reasoning Network For Complex Temporal Question Answering Over Knowledge GraphRikui Huang, Wei Wei, Xiaoye Qu2024arxiv 2401.02212
NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question AnsweringRuisheng Cao, Hanchong Zhang, Tiancheng Huang2025arxiv 2505.19754
Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language BiasesHuanjia Zhu, Yishu Liu, Xiaozhao Fang2025arxiv 2506.17903
Knowledge Graph-Guided Multi-Agent Distillation for Reliable Industrial Question Answering with DatasetsJiqun Pan, Zhenke Duan, Jiani Tu2025arxiv 2510.06240
SustainableQA: A Comprehensive Question Answering Dataset for Corporate Sustainability and EU Taxonomy ReportingMohammed Ali, Abdelrahman Abdallah, Adam Jatowt2025arxiv 2508.03000
Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question AnsweringSai Bhargav Rongali, Mohamad Hassan N C, Ankit Jha2024arxiv 2412.09230
DermaBench: A Clinician-Annotated Benchmark Dataset for Dermatology Visual Question Answering and ReasoningAbdurrahim Yilmaz, Ozan Erdem, Ece Gokyayla2026arxiv 2601.14084
Retrieving to Recover: Towards Incomplete Audio-Visual Question Answering via Semantic-consistent PurificationJiayu Zhang, Shuo Ye, Qilang Ye2026arxiv 2604.10695
Talk to Right Specialists: Iterative Routing in Multi-agent Systems for Question AnsweringFeijie Wu, Zitao Li, Fei Wei2025arxiv 2501.07813
Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question AnsweringWuwei Lan, Wei Xu2018arxiv 1806.04330
Piece of Table: A Divide-and-Conquer Approach for Selecting Subtables in Table Question AnsweringWonjin Lee, Kyumin Kim, Sungjae Lee2024arxiv 2412.07629
DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language ModelsSuyoung Bae, YunSeok Choi, Jee-Hyong Lee2025arxiv 2503.19426
VGAT: A Cancer Survival Analysis Framework Transitioning from Generative Visual Question Answering to Genomic ReconstructionZizhi Chen, Minghao Han, Xukun Zhang2025arxiv 2503.19367
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question AnsweringShangwen Lv, Daya Guo, Jingjing Xu2019arxiv 1909.05311
Addressing Semantic Drift in Question Generation for Semi-Supervised Question AnsweringShiyue Zhang, Mohit Bansal2019arxiv 1909.06356
Ranking Distillation for Open-Ended Video Question Answering with Insufficient LabelsTianming Liang, Chaolei Tan, Beihao Xia2024arxiv 2403.14430
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge GraphsMagdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum2021arxiv 2105.04850