Research

Papers for “question answering”

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

Title	Authors	Year	Source
SEMQA: Semi-Extractive Multi-Source Question Answering	Tal Schuster, Adam D. Lelkes, Haitian Sun	2023	arxiv 2311.04886
Object Attribute Matters in Visual Question Answering	Peize Li, Qingyi Si, Peng Fu	2023	arxiv 2401.09442
Agentic Keyframe Search for Video Question Answering	Sunqi Fan, Meng-Hao Guo, Shuojin Yang	2025	arxiv 2503.16032
Weakly-Supervised Open-Retrieval Conversational Question Answering	Chen Qu, Liu Yang, Cen Chen	2021	arxiv 2103.02537
Learning to Select the Relevant History Turns in Conversational Question Answering	Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng	2023	arxiv 2308.02294
SAFE-Cascade: Cost-Adaptive Vision-Language Routing for Chart Question Answering	Ayush Dwivedi, Qixin Wang, Ashvi Soni	2026	arxiv 2606.19646
MUREL: Multimodal Relational Reasoning for Visual Question Answering	Remi Cadene, Hedi Ben-younes, Matthieu Cord	2019	arxiv 1902.09487
MedExQA: Medical Question Answering Benchmark with Multiple Explanations	Yunsoo Kim, Jinge Wu, Yusuf Abdulle	2024	arxiv 2406.06331
Semantic Answer Similarity for Evaluating Question Answering Models	Julian Risch, Timo Möller, Julian Gutsch	2021	arxiv 2108.06130
Question Answering over Curated and Open Web Sources	Rishiraj Saha Roy, Avishek Anand	2020	arxiv 2004.11980
FinanceBench: A New Benchmark for Financial Question Answering	Pranab Islam, Anand Kannappan, Douwe Kiela	2023	arxiv 2311.11944
Knowledge-Based Counterfactual Queries for Visual Question Answering	Theodoti Stoikou, Maria Lymperaiou, Giorgos Stamou	2023	arxiv 2303.02601
A Benchmark for Long-Form Medical Question Answering	Pedram Hosseini, Jessica M. Sin, Bing Ren	2024	arxiv 2411.09834
elBERto: Self-supervised Commonsense Learning for Question Answering	Xunlin Zhan, Yuan Li, Xiao Dong	2022	arxiv 2203.09424
Variational Reasoning for Question Answering with Knowledge Graph	Yuyu Zhang, Hanjun Dai, Zornitsa Kozareva	2017	arxiv 1709.04071
Question Type Guided Attention in Visual Question Answering	Yang Shi, Tommaso Furlanello, Sheng Zha	2018	arxiv 1804.02088
PubMedQA: A Dataset for Biomedical Research Question Answering	Qiao Jin, Bhuwan Dhingra, Zhengping Liu	2019	arxiv 1909.06146
Hurdles to Progress in Long-form Question Answering	Kalpesh Krishna, Aurko Roy, Mohit Iyyer	2021	arxiv 2103.06332
Modeling Contextual Passage Utility for Multihop Question Answering	Akriti Jain, Aparna Garimella	2025	arxiv 2512.06464
Learning Visual Question Answering by Bootstrapping Hard Attention	Mateusz Malinowski, Carl Doersch, Adam Santoro	2018	arxiv 1808.00300

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