Research

Papers for “question answering”

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

Title	Authors	Year	Source
Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A Platforms	Avikalp Srivastava, Hsin Wen Liu, Sumio Fujita	2018	arxiv 1808.09648
Question answering system of bridge design specification based on large language model	Leye Zhang, Xiangxiang Tian, Hongjun Zhang	2024	arxiv 2408.13282
Beyond the Destination: A Novel Benchmark for Exploration-Aware Embodied Question Answering	Kaixuan Jiang, Yang Liu, Weixing Chen	2025	arxiv 2503.11117
Enhancing Event Causality Identification with Rationale and Structure-Aware Causal Question Answering	Baiyan Zhang, Qin Chen, Jie Zhou	2024	arxiv 2403.11129
Combining Knowledge Graph and LLMs for Enhanced Zero-shot Visual Question Answering	Qian Tao, Xiaoyang Fan, Yong Xu	2025	arxiv 2501.12697
Learning to Reason: End-to-End Module Networks for Visual Question Answering	Ronghang Hu, Jacob Andreas, Marcus Rohrbach	2017	arxiv 1704.05526
Efficient Visual Question Answering Pipeline for Autonomous Driving via Scene Region Compression	Yuliang Cai, Dongqiangzi Ye, Zitian Chen	2026	arxiv 2601.07092
Beyond Factual QA: Mentorship-Oriented Question Answering over Long-Form Multilingual Content	Parth Bhalerao, Diola Dsouza, Ruiwen Guan	2026	arxiv 2601.17173
AutoViVQA: A Large-Scale Automatically Constructed Dataset for Vietnamese Visual Question Answering	Nguyen Anh Tuong, Phan Ba Duc, Nguyen Trung Quoc	2026	arxiv 2603.09689
Controllable Evidence Selection in Retrieval-Augmented Question Answering via Deterministic Utility Gating	Victor P. Unda	2026	arxiv 2603.18011
Targeted Extraction of Temporal Facts from Textual Resources for Improved Temporal Question Answering over Knowledge Bases	Nithish Kannen, Udit Sharma, Sumit Neelam	2022	arxiv 2203.11054
Extreme Classification for Answer Type Prediction in Question Answering	Vinay Setty	2023	arxiv 2304.12395
Rationale-guided Prompting for Knowledge-based Visual Question Answering	Zhongjian Hu, Peng Yang, Bing Li	2024	arxiv 2412.16936
Enhancing Multi-Image Question Answering via Submodular Subset Selection	Aaryan Sharma, Shivansh Gupta, Samar Agarwal	2025	arxiv 2505.10533
SpartQA: : A Textual Question Answering Benchmark for Spatial Reasoning	Roshanak Mirzaee, Hossein Rajaby Faghihi, Qiang Ning	2021	arxiv 2104.05832
Structural analysis of an all-purpose question answering model	Vincent Micheli, Quentin Heinrich, François Fleuret	2021	arxiv 2104.06045
Encoding Explanatory Knowledge for Zero-shot Science Question Answering	Zili Zhou, Marco Valentino, Donal Landers	2021	arxiv 2105.05737
Improved Neural Relation Detection for Knowledge Base Question Answering	Mo Yu, Wenpeng Yin, Kazi Saidul Hasan	2017	arxiv 1704.06194
CS-VQA: Visual Question Answering with Compressively Sensed Images	Li-Chi Huang, Kuldeep Kulkarni, Anik Jha	2018	arxiv 1806.03379
An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism	Qing Zhang, Haocheng Lv, Jie Liu	2024	arxiv 2412.05821

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