SOTA2 Research · papers

Papers for “question answering”

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

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20 indexed

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