Research

Papers for “question answering”

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

Title	Authors	Year	Source
Multi-Page Document Visual Question Answering using Self-Attention Scoring Mechanism	Lei Kang, Rubèn Tito, Ernest Valveny	2024	arxiv 2404.19024
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering	Yuanze Lin, Yujia Xie, Dongdong Chen	2022	arxiv 2206.01201
Incentivizing Vision Language Models to Search for Long Video Question Answering	Harsh Goel, S P Sharan, Sahil Shah	2026	arxiv 2607.02959
Beyond Episodic Evaluation: Memory Architectural Bottlenecks in Sequential Embodied Question Answering	Zikui Cai, Kaushal Janga, Tan Dat Dao	2026	arxiv 2607.21571
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data	Moonsu Han, Minki Kang, Hyunwoo Jung	2019	arxiv 1903.06164
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering	Yang Deng, Wai Lam, Yuexiang Xie	2019	arxiv 1911.09801
Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing	Goonmeet Bajaj, Bortik Bandyopadhyay, Daniel Schmidt	2020	arxiv 2004.03755
Promotion of Answer Value Measurement with Domain Effects in Community Question Answering Systems	Binbin Jin, Enhong Chen, Hongke Zhao	2019	arxiv 1906.00156
Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection	Diego Garcia-Olano, Yasumasa Onoe, Joydeep Ghosh	2021	arxiv 2112.06888
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering	Cristian-George Crăciun, Răzvan-Alexandru Smădu, Dumitru-Clementin Cercel	2024	arxiv 2412.04119
Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering	Imad Eddine Marouf, Enzo Tartaglione, Stephane Lathuiliere	2025	arxiv 2502.04469
MQAD: A Large-Scale Question Answering Dataset for Training Music Large Language Models	Zhihao Ouyang, Ju-Chiang Wang, Daiyu Zhang	2025	arxiv 2508.19514
Integrating Object Interaction Self-Attention and GAN-Based Debiasing for Visual Question Answering	Zhifei Li, Feng Qiu, Yiran Wang	2025	arxiv 2509.20884
Weakly Supervised Gaussian Contrastive Grounding with Large Multimodal Models for Video Question Answering	Haibo Wang, Chenghang Lai, Yixuan Sun	2024	arxiv 2401.10711
Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis	Aleksandr Perevalov, Xi Yan, Liubov Kovriguina	2022	arxiv 2201.08174
A.I.R.: Enabling Adaptive, Iterative, and Reasoning-based Frame Selection For Video Question Answering	Yuanhao Zou, Shengji Jin, Andong Deng	2025	arxiv 2510.04428
Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering	Pierre Erbacher, Louis Falissar, Vincent Guigue	2024	arxiv 2401.01780
Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering	JianJian Cao, Xiameng Qin, Sanyuan Zhao	2021	arxiv 2112.07270
Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering	Tavish McDonald, Brian Tsan, Amar Saini	2022	arxiv 2210.01959
Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models	Lukáš Mikula, Michal Štefánik, Marek Petrovič	2023	arxiv 2305.06841

Search results