Research

Papers for “question answering”

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

Title	Authors	Year	Source
Simple Question Answering by Attentive Convolutional Neural Network	Wenpeng Yin, Mo Yu, Bing Xiang	2016	arxiv 1606.03391
DualNet: Domain-Invariant Network for Visual Question Answering	Kuniaki Saito, Andrew Shin, Yoshitaka Ushiku	2016	arxiv 1606.06108
Unsupervised Multi-hop Question Answering by Question Generation	Liangming Pan, Wenhu Chen, Wenhan Xiong	2020	arxiv 2010.12623
Reasoning by Commented Code for Table Question Answering	Seho Pyo, Jiheon Seok, Jaejin Lee	2026	arxiv 2602.00543
ACL-Verbatim: hallucination-free question answering for research	Gábor Recski, Szilveszter Tóth, Nadia Verdha	2026	arxiv 2605.21102
Correctness Coverage Evaluation for Medical Multiple-Choice Question Answering Based on the Enhanced Conformal Prediction Framework	Yusong Ke, Hongru Lin, Yuting Ruan	2025	arxiv 2503.05505
ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Historical News Collections	Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa	2021	arxiv 2109.03438
CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering	Nirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena	2024	arxiv 2404.04302
Building Open-Retrieval Conversational Question Answering Systems by Generating Synthetic Data and Decontextualizing User Questions	Christos Vlachos, Nikolaos Stylianou, Alexandra Fiotaki	2025	arxiv 2507.04884
DDVT: Dynamic Dual-level Vision Transformer Fusion Network for Answer Grounding in Visual Question Answering	Yue Zhang, Xiangyu Li, Wanshu Fan	2026	arxiv 2607.23921
Barlow constrained optimization for Visual Question Answering	Abhishek Jha, Badri N. Patro, Luc Van Gool	2022	arxiv 2203.03727
Visual Question Answering on 360{\deg} Images	Shih-Han Chou, Wei-Lun Chao, Wei-Sheng Lai	2020	arxiv 2001.03339
Complex Temporal Question Answering on Knowledge Graphs	Zhen Jia, Soumajit Pramanik, Rishiraj Saha Roy	2021	arxiv 2109.08935
mForms : Multimodal Form-Filling with Question Answering	Larry Heck, Simon Heck, Anirudh Sundar	2020	arxiv 2011.12340
Block-Skim: Efficient Question Answering for Transformer	Yue Guan, Zhengyi Li, Jingwen Leng	2021	arxiv 2112.08560
Cycle-Consistency for Robust Visual Question Answering	Meet Shah, Xinlei Chen, Marcus Rohrbach	2019	arxiv 1902.05660
Graph-Structured Representations for Visual Question Answering	Damien Teney, Lingqiao Liu, Anton van den Hengel	2016	arxiv 1609.05600
Neural Domain Adaptation for Biomedical Question Answering	Georg Wiese, Dirk Weissenborn, Mariana Neves	2017	arxiv 1706.03610
Context Generation Improves Open Domain Question Answering	Dan Su, Mostofa Patwary, Shrimai Prabhumoye	2022	arxiv 2210.06349
Analysis on Image Set Visual Question Answering	Abhinav Khattar, Aviral Joshi, Har Simrat Singh	2021	arxiv 2104.00107

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