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Research

Papers for “question answering”

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

TitleAuthorsYearSource
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation GraphJiaxin Shi, Shulin Cao, Lei Hou2021arxiv 2104.07302
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question AnsweringAlexander Hanbo Li, Patrick Ng, Peng Xu2021arxiv 2108.02866
Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research?Longquan Jiang, Ricardo Usbeck2022arxiv 2205.06573
From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question AnsweringXin-Yi Li, Wei-Jun Lei, Yu-Bin Yang2022arxiv 2205.11729
VLQA: The First Comprehensive, Large, and High-Quality Vietnamese Dataset for Legal Question AnsweringTan-Minh Nguyen, Hoang-Trung Nguyen, Trong-Khoi Dao2025arxiv 2507.19995
A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom DocumentsSumit Soman, H. G. Ranjani, Sujoy Roychowdhury2025arxiv 2507.22938
AQA: Adaptive Question Answering in a Society of LLMs via Contextual Multi-Armed BanditMohanna Hoveyda, Arjen P. de Vries, Maarten de Rijke2024arxiv 2409.13447
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRAMaharshi Gor, Hal Daumé III, Tianyi Zhou2024arxiv 2410.06524
Can GPT Improve the State of Prior Authorization via Guideline Based Automated Question Answering?Shubham Vatsal, Ayush Singh, Shabnam Tafreshi2024arxiv 2402.18419
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question AnsweringKosuke Akimoto, Kunihiro Takeoka, Masafumi Oyamada2024arxiv 2403.14197
No that's not what I meant: Handling Third Position Repair in Conversational Question AnsweringVevake Balaraman, Arash Eshghi, Ioannis Konstas2023arxiv 2307.16689
Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal AdaptabilityXiangsen Chen, Xuming Hu, Nan Tang2024arxiv 2412.15101
The Quest for Visual Understanding: A Journey Through the Evolution of Visual Question AnsweringAnupam Pandey, Deepjyoti Bodo, Arpan Phukan2025arxiv 2501.07109
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language ModelsGuanming Xiong, Junwei Bao, Wen Zhao2024arxiv 2402.15131
Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge GraphYu Chen, Ananya Subburathinam, Ching-Hua Chen2021arxiv 2101.01775
Enhancing Answer Selection in Community Question Answering with Pre-trained and Large Language ModelsXinghang Hu2023arxiv 2311.17502
WearVQA: A Visual Question Answering Benchmark for Wearables in Egocentric Authentic Real-world scenariosEun Chang, Zhuangqun Huang, Yiwei Liao2025arxiv 2511.22154
ViInfographicVQA: A Benchmark for Single and Multi-image Visual Question Answering on Vietnamese InfographicsTue-Thu Van-Dinh, Hoang-Duy Tran, Truong-Binh Duong2025arxiv 2512.12424
N2N-GQA: Noise-to-Narrative for Graph-Based Table-Text Question Answering Using LLMsMohamed Sharafath, Aravindh Annamalai, Ganesh Murugan2026arxiv 2601.06603
M$^3$-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question AnsweringJiatong Ma, Longteng Guo, Yuchen Liu2026arxiv 2604.25122