Research

Papers for “question answering”

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

Title	Authors	Year	Source
Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation	Humair Raj Khan, Deepak Gupta, Asif Ekbal	2021	arxiv 2109.04653
Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering	Medhini Narasimhan, Svetlana Lazebnik, Alexander G. Schwing	2018	arxiv 1811.00538
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets	Victor Dibia	2020	arxiv 2007.15211
StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models	Adam Liška, Tomáš Kočiský, Elena Gribovskaya	2022	arxiv 2205.11388
Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering	Sai Prasanna Teja Reddy Bogireddy, Abrar Majeedi, Viswanatha Reddy Gajjala	2025	arxiv 2506.10751
SCRA-VQA: Summarized Caption-Rerank for Augmented Large Language Models in Visual Question Answering	Yan Zhang, Jiaqing Lin, Miao Zhang	2025	arxiv 2509.20871
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering	Tiezheng Guo, Chen Wang, Yanyi Liu	2024	arxiv 2408.02907
Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality	Xin Kang, Veronika Shteingardt, Yuhan Wang	2025	arxiv 2502.09658
MedCFVQA: A Causal Approach to Mitigate Modality Preference Bias in Medical Visual Question Answering	Shuchang Ye, Usman Naseem, Mingyuan Meng	2025	arxiv 2505.16209
MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering	Feiyang Li, Yingjian Chen, Haoran Liu	2025	arxiv 2503.16131
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question Answering	Georgios Sidiropoulos, Svitlana Vakulenko, Evangelos Kanoulas	2022	arxiv 2209.12944
Prune-Then-Plan: Step-Level Calibration for Stable Frontier Exploration in Embodied Question Answering	Noah Frahm, Prakrut Patel, Yue Zhang	2025	arxiv 2511.19768
CFMatch: Aligning Automated Answer Equivalence Evaluation with Expert Judgments For Open-Domain Question Answering	Zongxia Li, Ishani Mondal, Yijun Liang	2024	arxiv 2401.13170
LibriSQA: A Novel Dataset and Framework for Spoken Question Answering with Large Language Models	Zihan Zhao, Yiyang Jiang, Heyang Liu	2023	arxiv 2308.10390
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering	Yihao Ding, Kaixuan Ren, Jiabin Huang	2024	arxiv 2404.12720
KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering	Xinxin Zheng, Feihu Che, Jinyang Wu	2024	arxiv 2404.15660
Learning to Reason for Multi-Step Retrieval of Personal Context in Personalized Question Answering	Maryam Amirizaniani, Alireza Salemi, Hamed Zamani	2026	arxiv 2602.19317
StableSketcher: Enhancing Diffusion Model for Pixel-based Sketch Generation via Visual Question Answering Feedback	Jiho Park, Sieun Choi, Jaeyoon Seo	2025	arxiv 2510.20093
IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance	Chathurangi Shyalika, Dhaval Patel, Amit Sheth	2026	arxiv 2604.23446
Do You See What I Am Pointing At? Gesture-Based Egocentric Video Question Answering	Yura Choi, Roy Miles, Rolandos Alexandros Potamias	2026	arxiv 2603.12533

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