Research

Papers for “question answering”

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

Title	Authors	Year	Source
DyREx: Dynamic Query Representation for Extractive Question Answering	Urchade Zaratiana, Niama El Khbir, Dennis Núñez	2022	arxiv 2210.15048
Curriculum Script Distillation for Multilingual Visual Question Answering	Khyathi Raghavi Chandu, Alborz Geramifard	2023	arxiv 2301.07227
Do Question Answering Modeling Improvements Hold Across Benchmarks?	Nelson F. Liu, Tony Lee, Robin Jia	2021	arxiv 2102.01065
Interpretable Question Answering on Knowledge Bases and Text	Alona Sydorova, Nina Poerner, Benjamin Roth	2019	arxiv 1906.10924
Overcoming Data Limitation in Medical Visual Question Answering	Binh D. Nguyen, Thanh-Toan Do, Binh X. Nguyen	2019	arxiv 1909.11867
Improving Question Answering by Commonsense-Based Pre-Training	Wanjun Zhong, Duyu Tang, Nan Duan	2018	arxiv 1809.03568
Identifying Unclear Questions in Community Question Answering Websites	Jan Trienes, Krisztian Balog	2019	arxiv 1901.06168
Improved LLM Agents for Financial Document Question Answering	Nelvin Tan, Zian Seng, Liang Zhang	2025	arxiv 2506.08726
Free Form Medical Visual Question Answering in Radiology	Abhishek Narayanan, Rushabh Musthyala, Rahul Sankar	2024	arxiv 2401.13081
Passage Retrieval for Outside-Knowledge Visual Question Answering	Chen Qu, Hamed Zamani, Liu Yang	2021	arxiv 2105.03938
VisRecall: Quantifying Information Visualisation Recallability via Question Answering	Yao Wang, Chuhan Jiao, Mihai Bâce	2021	arxiv 2112.15217
Visual Question Answering: Datasets, Algorithms, and Future Challenges	Kushal Kafle, Christopher Kanan	2016	arxiv 1610.01465
Multi-Target Embodied Question Answering	Licheng Yu, Xinlei Chen, Georgia Gkioxari	2019	arxiv 1904.04686
Revisiting Visual Question Answering Baselines	Allan Jabri, Armand Joulin, Laurens van der Maaten	2016	arxiv 1606.08390
Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering	Souvick Ghosh, Satanu Ghosh	2019	arxiv 1912.03585
Evaluating ChatGPT as a Question Answering System: A Comprehensive Analysis and Comparison with Existing Models	Hossein Bahak, Farzaneh Taheri, Zahra Zojaji	2023	arxiv 2312.07592
HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering	Hong-Yu An, Yun-Jian Zhang, Chen-Wei Liang	2026	arxiv 2607.22597
CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images	Shailaja Keyur Sampat, Akshay Kumar, Yezhou Yang	2021	arxiv 2104.05981
CS1QA: A Dataset for Assisting Code-based Question Answering in an Introductory Programming Course	Changyoon Lee, Yeon Seonwoo, Alice Oh	2022	arxiv 2210.14494
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering	Jinheon Baek, Alham Fikri Aji, Amir Saffari	2023	arxiv 2306.04136

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