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Papers for “question answering”

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

TitleAuthorsYearSource
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question AnsweringWei Zhou, Mohsen Mesgar, Heike Adel2024arxiv 2404.18585
Question Answering over Knowledge Graphs with Neural Machine Translation and Entity LinkingDaniel Diomedi, Aidan Hogan2021arxiv 2107.02865
GlobalRAG: Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement LearningJinchang Luo, Mingquan Cheng, Fan Wan2025arxiv 2510.20548
ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question AnsweringKan Chen, Jiang Wang, Liang-Chieh Chen2015arxiv 1511.05960
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question AnsweringXiaoming Zhang, Ming Wang, Xiaocui Yang2024arxiv 2408.11875
Evidence-Enhanced Triplet Generation Framework for Hallucination Alleviation in Generative Question AnsweringHaowei Du, Huishuai Zhang, Dongyan Zhao2024arxiv 2408.15037
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question AnsweringZhengliang Shi, Weiwei Sun, Shen Gao2024arxiv 2406.14891
Correct after Answer: Enhancing Multi-Span Question Answering with Post-Processing MethodJiayi Lin, Chenyang Zhang, Haibo Tong2024arxiv 2410.16788
SViQA: A Unified Speech-Vision Multimodal Model for Textless Visual Question AnsweringBingxin Li2025arxiv 2504.01049
Adversarial Training with OCR Modality Perturbation for Scene-Text Visual Question AnsweringZhixuan Shen, Haonan Luo, Sijia Li2024arxiv 2403.09288
MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question AnsweringJuraj Vladika, Phillip Schneider, Florian Matthes2024arxiv 2406.05845
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature DistillationMalvina Nikandrou, Georgios Pantazopoulos, Ioannis Konstas2024arxiv 2406.19297
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human PreferencesXiao Liu, Hanyu Lai, Hao Yu2023arxiv 2306.07906
Empowering Large Language Model for Continual Video Question Answering with Collaborative PromptingChen Cai, Zheng Wang, Jianjun Gao2024arxiv 2410.00771
Enhancing Temporal Understanding in Audio Question Answering for Large Audio Language ModelsArvind Krishna Sridhar, Yinyi Guo, Erik Visser2024arxiv 2409.06223
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question AnsweringAntoine Bosselut, Ronan Le Bras, Yejin Choi2019arxiv 1911.03876
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge BasesYu Gu, Sue Kase, Michelle Vanni2020arxiv 2011.07743
Bridge to Answer: Structure-aware Graph Interaction Network for Video Question AnsweringJungin Park, Jiyoung Lee, Kwanghoon Sohn2021arxiv 2104.14085
Semantic Structure based Query Graph Prediction for Question Answering over Knowledge GraphMingchen Li, Shihao Ji2022arxiv 2204.10194
Interpretable Medical Image Visual Question Answering via Multi-Modal Relationship Graph LearningXinyue Hu, Lin Gu, Kazuma Kobayashi2023arxiv 2302.09636