Research

Papers for “question answering”

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

Title	Authors	Year	Source
Progressive Evidence Refinement for Open-domain Multimodal Retrieval Question Answering	Shuwen Yang, Anran Wu, Xingjiao Wu	2023	arxiv 2310.09696
TVQA+: Spatio-Temporal Grounding for Video Question Answering	Jie Lei, Licheng Yu, Tamara L. Berg	2019	arxiv 1904.11574
Less is More: Data-Efficient Complex Question Answering over Knowledge Bases	Yuncheng Hua, Yuan-Fang Li, Guilin Qi	2020	arxiv 2010.15881
The meaning of "most" for visual question answering models	Alexander Kuhnle, Ann Copestake	2018	arxiv 1812.11737
Learning Sparse Mixture of Experts for Visual Question Answering	Vardaan Pahuja, Jie Fu, Christopher J. Pal	2019	arxiv 1909.09192
MCQA: Multimodal Co-attention Based Network for Question Answering	Abhishek Kumar, Trisha Mittal, Dinesh Manocha	2020	arxiv 2004.12238
IQA: Interactive Query Construction in Semantic Question Answering Systems	Hamid Zafar, Mohnish Dubey, Jens Lehmann	2020	arxiv 2006.11534
Is Graph Structure Necessary for Multi-hop Question Answering?	Nan Shao, Yiming Cui, Ting Liu	2020	arxiv 2004.03096
Fully Authentic Visual Question Answering Dataset from Online Communities	Chongyan Chen, Mengchen Liu, Noel Codella	2023	arxiv 2311.15562
Architecture of an Ontology-Based Domain-Specific Natural Language Question Answering System	Athira P. M., Sreeja M., P. C. Reghu Raj	2013	arxiv 1311.3175
DocPrompt: Large-scale continue pretrain for zero-shot and few-shot document question answering	Sijin Wu, Dan Zhang, Teng Hu	2023	arxiv 2308.10959
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering	Victor Zhong, Caiming Xiong, Nitish Shirish Keskar	2019	arxiv 1901.00603
Extracting Information from Scientific Literature via Visual Table Question Answering Models	Dongyoun Kim, Hyung-do Choi, Youngsun Jang	2025	arxiv 2508.18661
Bridging Language Gaps with Adaptive RAG: Improving Indonesian Language Question Answering	William Christian, Daniel Adamlu, Adrian Yu	2025	arxiv 2510.21068
Building a Rich Dataset to Empower the Persian Question Answering Systems	Mohsen Yazdinejad, Marjan Kaedi	2024	arxiv 2412.20212
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models	Tanmay Parekh, Pradyot Prakash, Alexander Radovic	2024	arxiv 2410.23511
Retrieval Augmented Generation Framework for the Nepali Legal Domain Question Answering	Samir Wagle, Abiral Adhikari, Reewaj Khanal	2026	arxiv 2606.07523
Question Answering on Freebase via Relation Extraction and Textual Evidence	Kun Xu, Siva Reddy, Yansong Feng	2016	arxiv 1603.00957
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge	Alon Talmor, Jonathan Herzig, Nicholas Lourie	2018	arxiv 1811.00937
JEC-QA: A Legal-Domain Question Answering Dataset	Haoxi Zhong, Chaojun Xiao, Cunchao Tu	2019	arxiv 1911.12011

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