Research

Papers for “question answering”

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

Title	Authors	Year	Source
Evaluating Prompting Strategies for Chart Question Answering with Large Language Models	Ruthuparna Naikar, Ying Zhu	2026	arxiv 2603.22288
MA-EgoQA: Question Answering over Egocentric Videos from Multiple Embodied Agents	Kangsan Kim, Yanlai Yang, Suji Kim	2026	arxiv 2603.09827
FIND: Toward Multimodal Financial Reasoning and Question Answering for Indic Languages	Sarmistha Das, Vaibhav Vishal, Syed Ibrahim Ahmad	2026	arxiv 2605.13330
VIHD: Visual Intervention-based Hallucination Detection for Medical Visual Question Answering	Jiayi Chen, Benteng Ma, Zehui Liao	2026	arxiv 2605.20772
Zero-Shot 3D Question Answering via Hierarchical View-to-Token Transportation	Dongsheng Wang, Dawei Su, Hui Huang	2026	arxiv 2606.03100
Detecting Hallucinations and Recovering Verified Answers in Arabic Islamic Question Answering	Khaled Ziani	2026	arxiv 2608.03720
CapProbe: Evaluating Detailed Image Captions via Full-Scene Dense Question Answering	Mouxiao Huang, Qiangyu Yan, Borui Jiang	2026	arxiv 2608.11074
Reasoning for Social Audio-Visual Question Answering: Where Do We Stand?	Koen P. de Vries, Xavier Alameda-Pineda, Estefanía Talavera	2026	arxiv 2608.13239
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering	Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut	2021	arxiv 2104.06378
A Unified Query-based Generative Model for Question Generation and Question Answering	Linfeng Song, Zhiguo Wang, Wael Hamza	2017	arxiv 1709.01058
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context	Dat Tien Nguyen, Shikhar Sharma, Hannes Schulz	2018	arxiv 1812.07023
A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering	Nils Holzenberger, Andrew Blair-Stanek, Benjamin Van Durme	2020	arxiv 2005.05257
Challenge Closed-book Science Exam: A Meta-learning Based Question Answering System	Xinyue Zheng, Peng Wang, Qigang Wang	2020	arxiv 2004.12303
Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder	Gouthaman KV, Anurag Mittal	2020	arxiv 2007.06198
Language Model is All You Need: Natural Language Understanding as Question Answering	Mahdi Namazifar, Alexandros Papangelis, Gokhan Tur	2020	arxiv 2011.03023
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks	Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim	2019	arxiv 1908.09137
MedEthicsQA: A Comprehensive Question Answering Benchmark for Medical Ethics Evaluation of LLMs	Jianhui Wei, Zijie Meng, Zikai Xiao	2025	arxiv 2506.22808
Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering	William Jurayj, Jeffrey Cheng, Benjamin Van Durme	2025	arxiv 2502.13962
Multi-TW: Benchmarking Multimodal Models on Traditional Chinese Question Answering in Taiwan	Jui-Ming Yao, Bing-Cheng Xie, Sheng-Wei Peng	2025	arxiv 2508.01274
VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering	Zackary Rackauckas, Julia Hirschberg	2025	arxiv 2505.17326

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