Research

Papers for “question answering”

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

Title	Authors	Year	Source
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis	Stanislav Frolov, Shailza Jolly, Jörn Hees	2020	arxiv 2010.14953
Check It Again: Progressive Visual Question Answering via Visual Entailment	Qingyi Si, Zheng Lin, Mingyu Zheng	2021	arxiv 2106.04605
TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack	Yu Cao, Dianqi Li, Meng Fang	2022	arxiv 2210.15221
Reasoning in Vector Space: An Exploratory Study of Question Answering	Moontae Lee, Xiaodong He, Wen-tau Yih	2015	arxiv 1511.06426
MapIQ: Evaluating Multimodal Large Language Models for Map Question Answering	Varun Srivastava, Fan Lei, Srija Mukhopadhyay	2025	arxiv 2507.11625
MuISQA: Multi-Intent Retrieval-Augmented Generation for Scientific Question Answering	Zhiyuan Li, Haisheng Yu, Guangchuan Guo	2025	arxiv 2511.16283
Advancing Egocentric Video Question Answering with Multimodal Large Language Models	Alkesh Patel, Vibhav Chitalia, Yinfei Yang	2025	arxiv 2504.04550
InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts	Tianchi Xie, Minzhi Lin, Mengchen Liu	2025	arxiv 2505.19028
CUS-QA: Local-Knowledge-Oriented Open-Ended Question Answering Dataset	Jindřich Libovický, Jindřich Helcl, Andrei Manea	2025	arxiv 2507.22752
GCoT-Decoding: Unlocking Deep Reasoning Paths for Universal Question Answering	Guanran Luo, Wentao Qiu, Zhongquan Jian	2026	arxiv 2604.06794
Revisiting Greedy Decoding for Visual Question Answering: A Calibration Perspective	Boqi Chen, Xudong Liu, Yunke Ao	2026	arxiv 2604.23443
Effects of Cross-lingual Evidence in Multilingual Medical Question Answering	Anar Yeginbergen, Maite Oronoz, Rodrigo Agerri	2026	arxiv 2604.20531
ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering	Alberto Compagnoni, Marco Morini, Sara Sarto	2025	arxiv 2511.22715
EvidenceLens: A Claim-Evidence Matrix for Auditing Financial Question Answering	Fengchen Gu, Xiaotian Ren, Zhengyong Jiang	2026	arxiv 2606.23724
Frequency-Domain Dual-Branch Fusion for Medical Visual Question Answering	Yusra Tariq, Rakesh Chandra Joshi	2026	arxiv 2608.08307
A Two-Stage Multitask Vision-Language Framework for Explainable Crop Disease Visual Question Answering	Md. Zahid Hossain, Most. Sharmin Sultana Samu, Md. Rakibul Islam	2026	arxiv 2601.05143
Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering	Priyanka Sen, Alham Fikri Aji, Amir Saffari	2022	arxiv 2210.01613
ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering	Duong T. Tran, Trung-Kien Tran, Manfred Hauswirth	2025	arxiv 2507.16403
Read before Generate! Faithful Long Form Question Answering with Machine Reading	Dan Su, Xiaoguang Li, Jindi Zhang	2022	arxiv 2203.00343
A Method of Query Graph Reranking for Knowledge Base Question Answering	Yonghui Jia, Wenliang Chen	2022	arxiv 2204.12808

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