Research

Papers for “question answering”

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

Title	Authors	Year	Source
RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs	Can Lin, Zhengwang Jiang, Ling Zheng	2025	arxiv 2510.01257
Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized Documents	Jaeyoung Choe, Jihoon Kim, Woohwan Jung	2025	arxiv 2505.20368
OpenTable-R1: A Reinforcement Learning Augmented Tool Agent for Open-Domain Table Question Answering	Zipeng Qiu	2025	arxiv 2507.03018
End-to-end Contrastive Language-Speech Pretraining Model For Long-form Spoken Question Answering	Jiliang Hu, Zuchao Li, Baoyuan Qi	2025	arxiv 2511.09282
Leveraging LLMs with Iterative Loop Structure for Enhanced Social Intelligence in Video Question Answering	Erika Mori, Yue Qiu, Hirokatsu Kataoka	2025	arxiv 2503.21190
RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering	Léo Butsanets, Charles Corbière, Julien Khlaut	2025	arxiv 2512.17396
QEVA: A Reference-Free Evaluation Metric for Narrative Video Summarization with Multimodal Question Answering	Woojun Jung, Junyeong Kim	2026	arxiv 2604.24052
AutoVQA-G: Self-Improving Agentic Framework for Automated Visual Question Answering and Grounding Annotation	Rongsheng Hu, Runwei Guan, Yicheng Di	2026	arxiv 2604.17488
MiRD: Reliable Set-Valued Prediction for Open-Ended Question Answering via Miscoverage Risk Decomposition	Anqi Hu, Zhiyuan Wang, Zijun Jia	2026	arxiv 2605.27091
Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering	Tuong Do, Binh X. Nguyen, Huy Tran	2020	arxiv 2009.11118
How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering?	Giuseppe Lando, Rosario Forte, Giovanni Maria Farinella	2025	arxiv 2506.16450
MGA-VQA: Secure and Interpretable Graph-Augmented Visual Question Answering with Memory-Guided Protection Against Unauthorized Knowledge Use	Ahmad Mohammadshirazi, Pinaki Prasad Guha Neogi, Dheeraj Kulshrestha	2025	arxiv 2511.17881
On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering	Mohomed Shazan Mohomed Jabbar, Luke Kumar, Hamman Samuel	2018	arxiv 1811.06596
FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models	Yanling Wang, Haoyang Li, Hao Zou	2024	arxiv 2406.05328
Omni-CLST: Error-aware Curriculum Learning with guided Selective chain-of-Thought for audio question answering	Jinghua Zhao, Hang Su, Lichun Fan	2025	arxiv 2509.12275
Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization	Ansong Ni, Matt Gardner, Pradeep Dasigi	2021	arxiv 2103.12235
MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering	Yang Ding, Jing Yu, Bang Liu	2022	arxiv 2203.09138
Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering	Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa	2022	arxiv 2210.14541
Time-aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering	Yonghao Liu, Di Liang, Fang Fang	2023	arxiv 2302.12529
HCqa: Hybrid and Complex Question Answering on Textual Corpus and Knowledge Graph	Somayeh Asadifar, Mohsen Kahani, Saeedeh Shekarpour	2018	arxiv 1811.10986

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