Research

Papers for “question answering”

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

Title	Authors	Year	Source
CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering	Junru Lu, Gabriele Pergola, Lin Gui	2020	arxiv 2011.00519
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering	Gautier Izacard, Edouard Grave	2020	arxiv 2007.01282
Visual Madlibs: Fill in the blank Image Generation and Question Answering	Licheng Yu, Eunbyung Park, Alexander C. Berg	2015	arxiv 1506.00278
emrQA: A Large Corpus for Question Answering on Electronic Medical Records	Anusri Pampari, Preethi Raghavan, Jennifer Liang	2018	arxiv 1809.00732
MuVAM: A Multi-View Attention-based Model for Medical Visual Question Answering	Haiwei Pan, Shuning He, Kejia Zhang	2021	arxiv 2107.03216
TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering	Yushi Hu, Benlin Liu, Jungo Kasai	2023	arxiv 2303.11897
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework	Abhilash Nandy, Soumya Sharma, Shubham Maddhashiya	2021	arxiv 2109.05897
Towards Expert-Level Medical Question Answering with Large Language Models	Karan Singhal, Tao Tu, Juraj Gottweis	2023	arxiv 2305.09617
Answer ranking in Community Question Answering: a deep learning approach	Lucas Valentin	2022	arxiv 2212.01218
Advancing Question Answering on Handwritten Documents: A State-of-the-Art Recognition-Based Model for HW-SQuAD	Aniket Pal, Ajoy Mondal, C.V. Jawahar	2024	arxiv 2406.17437
CoReQA: Uncovering Potentials of Language Models in Code Repository Question Answering	Jialiang Chen, Kaifa Zhao, Jie Liu	2025	arxiv 2501.03447
KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering	Ankush Agarwal, Sakharam Gawade, Amar Prakash Azad	2023	arxiv 2308.03638
FocusGraph: Graph-Structured Frame Selection for Embodied Long Video Question Answering	Tatiana Zemskova, Solomon Andryushenko, Ilya Obrubov	2026	arxiv 2603.04349
Evaluating Small Open LLMs for Medical Question Answering: A Practical Framework	Avi-ad Avraam Buskila	2026	arxiv 2604.10535
Clinically Structured Rank-Gated LoRA for Cross-Benchmark Medical Question Answering	Hao Gong, Ruilin Gong, Yining Huang	2026	arxiv 2606.31432
GRASP: Graph Agentic Search over Propositions for Multi-hop Question Answering	Stockton Jenkins, Ramya Korlakai Vinayak, Junjie Hu	2026	arxiv 2605.16598
Generalized Hadamard-Product Fusion Operators for Visual Question Answering	Brendan Duke, Graham W. Taylor	2018	arxiv 1803.09374
Rapidly Bootstrapping a Question Answering Dataset for COVID-19	Raphael Tang, Rodrigo Nogueira, Edwin Zhang	2020	arxiv 2004.11339
Question-Driven Graph Fusion Network For Visual Question Answering	Yuxi Qian, Yuncong Hu, Ruonan Wang	2022	arxiv 2204.00975
Reinforcement Learning for Conversational Question Answering over Knowledge Graph	Mi Wu	2024	arxiv 2401.08460

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