Research

Papers for “question answering”

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

Title	Authors	Year	Source
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text	Haitian Sun, Tania Bedrax-Weiss, William W. Cohen	2019	arxiv 1904.09537
A Novel Approach for Automatic Bengali Question Answering System using Semantic Similarity Analysis	Arijit Das, Jaydeep Mandal, Zargham Danial	2019	arxiv 1910.10758
Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games	Yufei Feng, Mo Yu, Wenhan Xiong	2020	arxiv 2004.02393
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems	Siamak Shakeri, Cicero Nogueira dos Santos, Henry Zhu	2020	arxiv 2010.06028
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering	Zhiguo Wang, Patrick Ng, Xiaofei Ma	2019	arxiv 1908.08167
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning	Ahmed Masry, Do Xuan Long, Jia Qing Tan	2022	arxiv 2203.10244
Performance of Large Language Models in Technical MRI Question Answering: A Comparative Study	Alan B McMillan	2024	arxiv 2411.12238
Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis	Kushal Raj Bhandari, Sixue Xing, Soham Dan	2024	arxiv 2406.12719
ARK-V1: An LLM-Agent for Knowledge Graph Question Answering Requiring Commonsense Reasoning	Jan-Felix Klein, Lars Ohnemus	2025	arxiv 2509.18063
Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture	Seongsu Bae, Daeyoung Kim, Jiho Kim	2021	arxiv 2111.14703
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering	Yitao Long, Tiansheng Hu, Yilun Zhao	2025	arxiv 2510.06426
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering	Zixin Chen, Sicheng Song, Kashun Shum	2025	arxiv 2503.18172
RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning	Congyun Jin, Ming Zhang, Xiaowei Ma	2024	arxiv 2402.14840
EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering	Junjue Wang, Zhuo Zheng, Zihang Chen	2023	arxiv 2312.12222
Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints	Kunpeng Guo, Dennis Diefenbach, Antoine Gourru	2024	arxiv 2401.09168
CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering	Yuliang Cai, Mohammad Rostami	2024	arxiv 2408.11742
RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering	Zihan Zhang, Meng Fang, Ling Chen	2024	arxiv 2402.16457
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering	Lingxi Zhang, Jing Zhang, Yanling Wang	2023	arxiv 2306.14722
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question Answering	Nathaniel Weir, Bhavana Dalvi Mishra, Orion Weller	2024	arxiv 2412.17701
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules	Aisha Urooj Khan, Hilde Kuehne, Kevin Duarte	2021	arxiv 2105.04836

Search results