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Papers for “question answering”

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

TitleAuthorsYearSource
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table ExpansionYujian Liu, Jiabao Ji, Tong Yu2024arxiv 2401.15555
Integrating Large Language Models with Graph-based Reasoning for Conversational Question AnsweringParag Jain, Mirella Lapata2024arxiv 2407.09506
LEGAL-UQA: A Low-Resource Urdu-English Dataset for Legal Question AnsweringFaizan Faisal, Umair Yousaf2024arxiv 2410.13013
Evaluating Zero-Shot GPT-4V Performance on 3D Visual Question Answering BenchmarksSimranjit Singh, Georgios Pavlakos, Dimitrios Stamoulis2024arxiv 2405.18831
AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question AnsweringZiqing Wang, Chengsheng Mao, Xiaole Wen2025arxiv 2510.02328
PATRA: Pattern-Aware Alignment and Balanced Reasoning for Time Series Question AnsweringJunkai Lu, Peng Chen, Xingjian Wu2026arxiv 2602.23161
Towards Self-Explainable Document Visual Question Answering with Chain-of-Explanation PredictionsKjetil Indrehus, Adrian Duric, Changkyu Choi2026arxiv 2605.06058
Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question AnsweringMan Luo, Kazuma Hashimoto, Semih Yavuz2022arxiv 2203.07522
MF2-MVQA: A Multi-stage Feature Fusion method for Medical Visual Question AnsweringShanshan Song, Jiangyun Li, Jing Wang2022arxiv 2211.05991
Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over TableSunjun Kweon, Yeonsu Kwon, Seonhee Cho2023arxiv 2305.07288
Multi-Hop Question Answering: When Can Humans Help, and Where do They Struggle?Jinyan Su, Claire Cardie, Jennifer Healey2025arxiv 2510.04493
Explanation as Question Answering based on a Task Model of the Agent's DesignAshok Goel, Harshvardhan Sikka, Vrinda Nandan2022arxiv 2206.05030
Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question AnsweringYu Zhang, Kehai Chen, Xuefeng Bai2024arxiv 2410.01401
MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal LearningNadia Saeed2024arxiv 2405.01583
Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question AnsweringMingxu Tao, Dongyan Zhao, Yansong Feng2024arxiv 2402.16313
Audio Question Answering with GRPO-Based Fine-Tuning and Calibrated Segment-Level PredictionsMarcel Gibier, Nolwenn Celton, Raphaël Duroselle2025arxiv 2511.14307
Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question AnsweringSagar Srinivas Sakhinana, Geethan Sannidhi, Venkataramana Runkana2024arxiv 2409.00082
UIT-Saviors at MEDVQA-GI 2023: Improving Multimodal Learning with Image Enhancement for Gastrointestinal Visual Question AnsweringTriet M. Thai, Anh T. Vo, Hao K. Tieu2023arxiv 2307.02783
Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question AnsweringMinghan Li, Jimmy Lin2021arxiv 2110.01599
LiVLR: A Lightweight Visual-Linguistic Reasoning Framework for Video Question AnsweringJingjing Jiang, Ziyi Liu, Nanning Zheng2021arxiv 2111.14547