❓ Question answering174 papers · page 1 of 7 · the most cited first · all topicsSystems that answer questions from a text, a collection or a knowledge base.1 2 … 7 next →Dense Passage Retrieval for Open-Domain Question AnsweringVladimir Karpukhin, Barlas Oguz, Sewon Min, et al.2020 · 5 370 citationsNatural Questions: A Benchmark for Question Answering ResearchTom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, et al.2019 · 4 031 citationsHotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringZhilin Yang, Peng Qi, Saizheng Zhang, et al.2018 · 3 489 citationsTriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionMandar Joshi, Eunsol Choi, Daniel Weld, et al.2017 · 3 204 citationsReading Wikipedia to Answer Open-Domain QuestionsDanqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2 250 citationsGQA: A New Dataset for Real-World Visual Reasoning and Compositional Question AnsweringDrew A. Hudson, Christopher D. Manning2019 · 1 997 citationsAdversarial Examples for Evaluating Reading Comprehension SystemsRobin Jia, Percy Liang2017 · 1 935 citationsLeveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringGautier Izacard, Edouard Grave2021 · 1 674 citationsMultimodal Compact Bilinear Pooling for Visual Question Answering and Visual GroundingAkira Fukui, Dong Huk Park, Daylen Yang, et al.2016 · 1 642 citationsRACE: Large-scale ReAding Comprehension Dataset From ExaminationsGuokun Lai, Qizhe Xie, Hanxiao Liu, et al.2017 · 1 619 citationsCoQA: A Conversational Question Answering ChallengeSiva Reddy, Danqi Chen, Christopher D. Manning2019 · 1 541 citationsLatent Retrieval for Weakly Supervised Open Domain Question AnsweringKenton Lee, Ming-Wei Chang, Kristina Toutanova2019 · 1 234 citationsMaking the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question AnsweringYash Goyal, Tejas Khot, Douglas Summers-Stay, et al.2016 · 1 169 citationsPubMedQA: A Dataset for Biomedical Research Question AnsweringQiao Jin, Bhuwan Dhingra, Zhengping Liu, et al.2019 · 1 152 citationsWikiQA: A Challenge Dataset for Open-Domain Question AnsweringYi Yang, Wen-tau Yih, Christopher Meek2015 · 1 117 citationsMS MARCO: A Human Generated MAchine Reading COmprehension DatasetPayal Bajaj, Daniel Campos, Nick Craswell, et al.2016 · 1 103 citationsQuAC: Question Answering in ContextEunsol Choi, He He, Mohit Iyyer, et al.2018 · 1 057 citationsThe NarrativeQA Reading Comprehension ChallengeTomáš Kočiský, Jonathan Schwarz, Phil Blunsom, et al.2018 · 1 026 citationsLearning surface text patterns for a Question Answering SystemDeepak Ravichandran, Eduard Hovy2002 · 970 citationsDROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over ParagraphsDheeru Dua, Yizhong Wang, Pradeep Dasigi, et al.2019 · 941 citationsVisual7W: Grounded Question Answering in ImagesYuke Zhu, Oliver Groth, Michael Bernstein, et al.2015 · 915 citationsLearning to Ask: Neural Question Generation for Reading ComprehensionXinya Du, Junru Shao, Claire Cardie2017 · 913 citationsUNIFIEDQA: Crossing Format Boundaries with a Single QA SystemDaniel Khashabi, Sewon Min, Tushar Khot, et al.2020 · 843 citationsGated Self-Matching Networks for Reading Comprehension and Question AnsweringWenhui Wang, Nan Yang, Furu Wei, et al.2017 · 823 citationsChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningAhmed Masry, Do Xuan Long, Jia Qing Tan, et al.2022 · 744 citations1 2 … 7 next →← previous topicPsycholinguistics & language acquisitionnext topic →Reasoning↑ back to topicsThis page in Markdown → https://md.research.elamur.ai/free/en/topics/question-answering/