Research

Papers for “question answering”

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

Title	Authors	Year	Source
Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering	Sukmin Cho, Jeongyeon Seo, Soyeong Jeong	2023	arxiv 2310.17490
MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images	Weihao Liu, Fangyu Lei, Tongxu Luo	2023	arxiv 2309.04790
Binary State Recognition by Robots using Visual Question Answering of Pre-Trained Vision-Language Model	Kento Kawaharazuka, Yoshiki Obinata, Naoaki Kanazawa	2023	arxiv 2310.16405
Mind the Gap: A Closer Look at Tokenization for Multiple-Choice Question Answering with LLMs	Mario Sanz-Guerrero, Minh Duc Bui, Katharina von der Wense	2025	arxiv 2509.15020
Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?	Sedigheh Eslami, Gerard de Melo, Christoph Meinel	2021	arxiv 2112.13906
SemanticZ at SemEval-2016 Task 3: Ranking Relevant Answers in Community Question Answering Using Semantic Similarity Based on Fine-tuned Word Embeddings	Todor Mihaylov, Preslav Nakov	2019	arxiv 1911.08743
A Comprehensive Survey on Visual Question Answering Datasets and Algorithms	Raihan Kabir, Naznin Haque, Md Saiful Islam	2024	arxiv 2411.11150
Which Client is Reliable?: A Reliable and Personalized Prompt-based Federated Learning for Medical Image Question Answering	He Zhu, Ren Togo, Takahiro Ogawa	2024	arxiv 2410.17484
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization	Zi-Yi Dou, Nanyun Peng	2022	arxiv 2201.00136
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool	Feng Liu, Tao Xiang, Timothy M. Hospedales	2018	arxiv 1803.06936
QDEE: Question Difficulty and Expertise Estimation in Community Question Answering Sites	Jiankai Sun, Sobhan Moosavi, Rajiv Ramnath	2018	arxiv 1804.00109
Mining Interpretable AOG Representations from Convolutional Networks via Active Question Answering	Quanshi Zhang, Ruiming Cao, Ying Nian Wu	2018	arxiv 1812.07996
DiffQue: Estimating Relative Difficulty of Questions in Community Question Answering Services	Deepak Thukral, Adesh Pandey, Rishabh Gupta	2019	arxiv 1906.00145
Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering	Tianjun Yao, Haoxuan Li, Zhiqiang Shen	2025	arxiv 2506.09645
Describe Anything Model for Visual Question Answering on Text-rich Images	Yen-Linh Vu, Dinh-Thang Duong, Truong-Binh Duong	2025	arxiv 2507.12441
SHMamba: Structured Hyperbolic State Space Model for Audio-Visual Question Answering	Zhe Yang, Wenrui Li, Guanghui Cheng	2024	arxiv 2406.09833
NORMY: Non-Uniform History Modeling for Open Retrieval Conversational Question Answering	Muhammad Shihab Rashid, Jannat Ara Meem, Vagelis Hristidis	2024	arxiv 2402.04548
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering	Dongze Hao, Qunbo Wang, Longteng Guo	2024	arxiv 2404.13947
QIRL: Boosting Visual Question Answering via Optimized Question-Image Relation Learning	Quanxing Xu, Ling Zhou, Xian Zhong	2025	arxiv 2504.03337
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering	Vaibhav Adlakha, Parishad BehnamGhader, Xing Han Lu	2023	arxiv 2307.16877

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