Research

Papers for “question answering”

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

Title	Authors	Year	Source
Product Question Answering in E-Commerce: A Survey	Yang Deng, Wenxuan Zhang, Qian Yu	2023	arxiv 2302.08092
Multimodal Prompt Retrieval for Generative Visual Question Answering	Timothy Ossowski, Junjie Hu	2023	arxiv 2306.17675
Context Filtering with Reward Modeling in Question Answering	Sangryul Kim, James Thorne	2024	arxiv 2412.11707
Event Detection as Question Answering with Entity Information	Emanuela Boros, Jose G. Moreno, Antoine Doucet	2021	arxiv 2104.06969
Answer Generation for Retrieval-based Question Answering Systems	Chao-Chun Hsu, Eric Lind, Luca Soldaini	2021	arxiv 2106.00955
Video Question Answering with Phrases via Semantic Roles	Arka Sadhu, Kan Chen, Ram Nevatia	2021	arxiv 2104.03762
Attention-guided Evidence Grounding for Spoken Question Answering	Ke Yang, Bolin Chen, Yuejie Li	2026	arxiv 2603.16292
FiTs: Fine-grained Two-stage Training for Knowledge-aware Question Answering	Qichen Ye, Bowen Cao, Nuo Chen	2023	arxiv 2302.11799
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering	Xinyu Wang, Jijun Chi, Zhenghan Tai	2025	arxiv 2504.14493
Decomposing Retrieval Failures in RAG for Long-Document Financial Question Answering	Amine Kobeissi, Philippe Langlais	2026	arxiv 2602.17981
GROUNDEDKG-RAG: Grounded Knowledge Graph Index for Long-document Question Answering	Tianyi Zhang, Andreas Marfurt	2026	arxiv 2604.04359
EG-VQA: Benchmarking Verifiable Video Question Answering with Grounded Temporal Evidence	Linpeng Huang, Weixing Chen, Zexin Chen	2026	arxiv 2606.24797
No One is Perfect: Analysing the Performance of Question Answering Components over the DBpedia Knowledge Graph	Kuldeep Singh, Ioanna Lytra, Arun Sethupat Radhakrishna	2018	arxiv 1809.10044
Trick Me If You Can: Human-in-the-loop Generation of Adversarial Examples for Question Answering	Eric Wallace, Pedro Rodriguez, Shi Feng	2018	arxiv 1809.02701
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level	Zixian Huang, Yulin Shen, Xiao Li	2019	arxiv 1908.07855
Using Visual Cropping to Enhance Fine-Detail Question Answering of BLIP-Family Models	Jiarui Zhang, Mahyar Khayatkhoei, Prateek Chhikara	2023	arxiv 2306.00228
UIT-ViCoV19QA: A Dataset for COVID-19 Community-based Question Answering on Vietnamese Language	Triet Minh Thai, Ngan Ha-Thao Chu, Anh Tuan Vo	2022	arxiv 2209.06668
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension	Anna Rogers, Matt Gardner, Isabelle Augenstein	2021	arxiv 2107.12708
MobQA: A Benchmark Dataset for Semantic Understanding of Human Mobility Data through Question Answering	Hikaru Asano, Hiroki Ouchi, Akira Kasuga	2025	arxiv 2508.11163
Video Question Answering for People with Visual Impairments Using an Egocentric 360-Degree Camera	Inpyo Song, Minjun Joo, Joonhyung Kwon	2024	arxiv 2405.19794

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