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Papers for “question answering”

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

TitleAuthorsYearSource
Self-Critique Guided Iterative Reasoning for Multi-hop Question AnsweringZheng Chu, Huiming Fan, Jingchang Chen2025arxiv 2505.19112
ChitroJera: A Regionally Relevant Visual Question Answering Dataset for BanglaDeeparghya Dutta Barua, Md Sakib Ul Rahman Sourove, Md Fahim2024arxiv 2410.14991
KGFR: A Foundation Retriever for Generalized Knowledge Graph Question AnsweringYuanning Cui, Zequn Sun, Wei Hu2025arxiv 2511.04093
Empowering Language Models with Knowledge Graph Reasoning for Question AnsweringZiniu Hu, Yichong Xu, Wenhao Yu2022arxiv 2211.08380
Reconstruction as a Bridge for Event-Based Visual Question AnsweringHanyue Lou, Jiayi Zhou, Yang Zhang2025arxiv 2512.11510
MedAraBench: Large-Scale Arabic Medical Question Answering Dataset and BenchmarkMouath Abu-Daoud, Leen Kharouf, Omar El Hajj2026arxiv 2602.01714
A Systematic Analysis of Chunking Strategies for Reliable Question AnsweringSofia Bennani, Charles Moslonka2026arxiv 2601.14123
Designing and Evaluating Chain-of-Hints for Scientific Question AnsweringAnubhav Jangra, Smaranda Muresan2025arxiv 2510.21087
ConFoThinking: Consolidated Focused Attention Driven Thinking for Visual Question AnsweringZhaodong Wu, Haochen Xue, Qi Cao2026arxiv 2603.00165
TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question AnsweringTung Sum Thomas Kwok, Xinyu Wang, Xiaofeng Lin2026arxiv 2604.03393
Patient-Level Multimodal Question Answering from Multi-Site Auscultation RecordingsFan Wu, Tsai-Ning Wang, Nicolas Zumarraga2026arxiv 2603.13362
SPARC: A Multi-Agent System for Electrical Circuit Question AnsweringMushtari Sadia, Zhenning Yang, Umme Habiba Lamia2026arxiv 2606.20643
ORCA: Open-ended Response Correctness Assessment for Audio Question AnsweringŠimon Sedláček, Sara Barahona, Bolaji Yusuf2025arxiv 2512.09066
MultAttnAttrib: Training-Free Multimodal Attribution in Long Document Question AnsweringDang Quang Thien Tran, Quang V. Dang, Vinamra Tyagi2026arxiv 2607.01420
Event-Grounded Question Answering over Long Audio via Structured RetrievalKartik Hegde, Arvind Krishna Sridhar, Naveen Vakada2026arxiv 2602.14612
Reference-Free Evaluation of Reasoning in Open-Ended Question AnsweringGuneet Singh Kohli, Yuxiang Zhou, Michael Sejr Schlichtkrull2026arxiv 2607.19678
Directional Hallucinations: Ideological Drift in News-Grounded LLM Question AnsweringChendi Wang, Liam Cunningham, Tom Yishay2026arxiv 2607.20487
What's in a Name? Answer Equivalence For Open-Domain Question AnsweringChenglei Si, Chen Zhao, Jordan Boyd-Graber2021arxiv 2109.05289
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question AnsweringXi Ye, Semih Yavuz, Kazuma Hashimoto2021arxiv 2109.08678
Neural Multi-Step Reasoning for Question Answering on Semi-Structured TablesTill Haug, Octavian-Eugen Ganea, Paulina Grnarova2017arxiv 1702.06589