Research

Papers for “question answering”

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

Title	Authors	Year	Source
From Easy to Hard: Learning Language-guided Curriculum for Visual Question Answering on Remote Sensing Data	Zhenghang Yuan, Lichao Mou, Qi Wang	2022	arxiv 2205.03147
See the Forest and the Trees: A Synergistic Reasoning Framework for Knowledge-Based Visual Question Answering	Junjie Wang, Yunhan Tang, Yijie Wang	2025	arxiv 2507.17659
AQUA-LLM: Evaluating Accuracy, Quantization, and Adversarial Robustness Trade-offs in LLMs for Cybersecurity Question Answering	Onat Gungor, Roshan Sood, Harold Wang	2025	arxiv 2509.13514
PASemiQA: Plan-Assisted Agent for Question Answering on Semi-Structured Data with Text and Relational Information	Hansi Yang, Qi Zhang, Wei Jiang	2025	arxiv 2502.21087
MQADet: A Plug-and-Play Paradigm for Enhancing Open-Vocabulary Object Detection via Multimodal Question Answering	Caixiong Li, Xiongwei Zhao, Jinhang Zhang	2025	arxiv 2502.16486
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering	Dheeru Dua, Emma Strubell, Sameer Singh	2022	arxiv 2212.10381
TimeLogic Challenge @ CVPR 2026: Strong MLLMs Meet Evidence-Seeking Agents for Temporal-Logic Video Question Answering	Zhaoyang Xu, Xusheng He, Wei Liu	2026	arxiv 2606.01631
Trace Only What You Need: Structure-Aware On-Demand Hypergraph Memory for Long-Document Question Answering	Xiangjun Zai, Xingyu Tan, Chen Chen	2026	arxiv 2606.10921
SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering	Vipul Gupta, Zhuowan Li, Adam Kortylewski	2022	arxiv 2204.02285
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering	Donghan Yu, Chenguang Zhu, Yuwei Fang	2021	arxiv 2110.04330
A Benchmark Dataset with Larger Context for Non-Factoid Question Answering over Islamic Text	Faiza Qamar, Seemab Latif, Rabia Latif	2024	arxiv 2409.09844
GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning	Amani Namboori, Shivam Mangale, Andy Rosenbaum	2024	arxiv 2404.09163
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables	Wenting Zhao, Ye Liu, Yao Wan	2023	arxiv 2309.11049
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering	Haoyuan Gao, Junhua Mao, Jie Zhou	2015	arxiv 1505.05612
V-Loop: Visual Logical Loop Verification for Hallucination Detection in Medical Visual Question Answering	Mengyuan Jin, Zehui Liao, Yong Xia	2026	arxiv 2601.18240
ViHERMES: A Graph-Grounded Multihop Question Answering Benchmark and System for Vietnamese Healthcare Regulations	Long S. T. Nguyen, Quan M. Bui, Tin T. Ngo	2026	arxiv 2602.07361
RECOM: A Validity Discrimination Tradeoff in Automatic Metrics for Open Ended Reddit Question Answering	Pushwitha Krishnappa, Amit Das, Vinija Jain	2026	arxiv 2606.19218
Evolving from Lessons: Skill-Augmented Table Graph Reasoning for Operation-wise Table Question Answering	Guixin Su, Qiankun Pi, Mayi Xu	2026	arxiv 2607.22633
REVEAL: A Rubric-Guided Agent for Explicit Evidence Sufficiency Verificationin Long-Video Question Answering	Caijun Yan, Yang Zhou, Meixing Shi	2026	arxiv 2608.08612
Less is More: Lightweight Prompt Compression for Question Answering Applications on Edge Devices	Zihuai Xu, Ruofei Hou, Yang Xu	2026	arxiv 2606.20571

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