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Papers for “question answering”

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

TitleAuthorsYearSource
Fine-Grained Knowledge Structuring and Retrieval for Visual Question AnsweringZhengxuan Zhang, Yin Wu, Yuyu Luo2025arxiv 2502.20964
Enhancing Long Video Question Answering with Scene-Localized Frame GroupingXuyi Yang, Wenhao Zhang, Hongbo Jin2025arxiv 2508.03009
DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive DashboardsAaryaman Kartha, Ahmed Masry, Mohammed Saidul Islam2025arxiv 2508.17398
Boosting Audio Visual Question Answering via Key Semantic-Aware CuesGuangyao Li, Henghui Du, Di Hu2024arxiv 2407.20693
Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question AnsweringRajat Koner, Hang Li, Marcel Hildebrandt2021arxiv 2107.06325
Hierarchical Object-oriented Spatio-Temporal Reasoning for Video Question AnsweringLong Hoang Dang, Thao Minh Le, Vuong Le2021arxiv 2106.13432
Modeling Semantic Composition with Syntactic Hypergraph for Video Question AnsweringZenan Xu, Wanjun Zhong, Qinliang Su2022arxiv 2205.06530
IIU: Independent Inference Units for Knowledge-based Visual Question AnsweringYili Li, Jing Yu, Keke Gai2024arxiv 2408.07989
Graph Neural Network Enhanced Retrieval for Question Answering of LLMsZijian Li, Qingyan Guo, Jiawei Shao2024arxiv 2406.06572
Dynamic Clue Bottlenecks: Towards Interpretable-by-Design Visual Question AnsweringXingyu Fu, Ben Zhou, Sihao Chen2023arxiv 2305.14882
Find The Gap: Knowledge Base Reasoning For Visual Question AnsweringElham J. Barezi, Parisa Kordjamshidi2024arxiv 2404.10226
LOIS: Looking Out of Instance Semantics for Visual Question AnsweringSiyu Zhang, Yeming Chen, Yaoru Sun2023arxiv 2307.14142
Progressively Pretrained Dense Corpus Index for Open-Domain Question AnsweringWenhan Xiong, Hong Wang, William Yang Wang2020arxiv 2005.00038
Cross-Modal Reasoning with Event Correlation for Video Question AnsweringChengxiang Yin, Zhengping Che, Kun Wu2023arxiv 2312.12721
POIReviewQA: A Semantically Enriched POI Retrieval and Question Answering DatasetGengchen Mai, Krzysztof Janowicz, Cheng He2018arxiv 1810.02802
ReGraM: Region-First Knowledge Graph Reasoning for Medical Question AnsweringChaerin Lee, Sohee Park, Hyunsik Na2026arxiv 2601.09280
VeriSciQA: An Auto-Verified Dataset for Scientific Visual Question AnsweringYuyi Li, Daoyuan Chen, Zhen Wang2025arxiv 2511.19899
MedLVR: Latent Visual Reasoning for Reliable Medical Visual Question AnsweringSuyang Xi, Songtao Hu, Yuxiang Lai2026arxiv 2604.09757
Decompose-and-Refine: Structured Legal Question Answering with Parametric RetrievalJihyung lee, Hyounghun Kim, Gary Lee2026arxiv 2605.24454
LiteMedCoT-VL: Parameter-Efficient Adaptation for Medical Visual Question AnsweringRunze Ma, Shunbo Jia, Haonan Lyu2026arxiv 2605.09384