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Humans seek information regarding a specific topic through performing a conversation containing a series of questions and answers.
Automatic spanish translation of the squad dataset for multilingual question answering
Casimiro Pio Carrino, Marta R. Costa-jussà, and José A. R. Fonollosa. 2019 · 1912
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Squad: 100, 000+ questions for machine comprehension of text
Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. 2016 · 2016
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Searchqa: A new q&a dataset augmented with context from a search engine
Matthew Dunn, Levent Sagun, Mike Higgins, V. Ugur Güney, Volkan Cirik, and Kyunghyun Cho. 2017 · 2017
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Newsqa: A machine comprehension dataset
Adam Trischler, Tong Wang, Xingdi Yuan, Justin Harris, Alessandro Sordoni, Philip Bachman, and Kaheer Suleman. 2017 · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Quac: Question answering in context
Eunsol Choi, He He, Mohit Iyyer, Mark Yatskar, Wen-tau Yih, Yejin Choi, Percy Liang, and Luke Zettlemoyer. 2018 · 2018
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Know what you don’t know: Unanswerable questions for squad
Pranav Rajpurkar, Robin Jia, and Percy Liang. 2018 · 2018
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DRCD: a chinese machine reading comprehension dataset
Chih-Chieh Shao, Trois Liu, Yuting Lai, Yiying Tseng, and Sam Tsai. 2018 · 2018
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What makes reading comprehension questions easier?
Saku Sugawara, Kentaro Inui, Satoshi Sekine, and Akiko Aizawa. 2018 · 2018
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BERT: pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Natural questions: a benchmark for question answering research
Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur P. Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew M. Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov. 2019 · 2019
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BERT with history answer embedding for conversational question answering
Chen Qu, Liu Yang, Minghui Qiu, W. Bruce Croft, Yongfeng Zhang, and Mohit Iyyer. 2019a · 2019
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Attentive history selection for conversational question answering
Chen Qu, Liu Yang, Minghui Qiu, Yongfeng Zhang, Cen Chen, W. Bruce Croft, and Mohit Iyyer. 2019b · 2019
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Coqa: A conversational question answering challenge
Siva Reddy, Danqi Chen, and Christopher D. Manning. 2019 · 2019
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Persianqa: a dataset for persian question answering
Mohammad Yasin Ayoubi, Sajjad & Davoodeh. 2021 · 2021
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A survey on non-english question answering dataset
Andreas Chandra, Affandy Fahrizain, Ibrahim, and Simon Willyanto Laufried. 2021 · 2021
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Parsbert: Transformer-based model for persian language understanding
Mehrdad Farahani, Mohammad Gharachorloo, Marzieh Farahani, and Mohammad Manthouri. 2021 · 2021
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Learn to resolve conversational dependency: A consistency training framework for conversational question answering
Gangwoo Kim, Hyunjae Kim, Jungsoo Park, and Jaewoo Kang. 2021 · 2021
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Towards a more robust evaluation for conversational question answering
Wissam Siblini, Baris Sayil, and Yacine Kessaci. 2021 · 2021
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Doqa - accessing domain-specific faqs via conversational QA
Jon Ander Campos, Arantxa Otegi, Aitor Soroa, Jan Deriu, Mark Cieliebak, and Eneko Agirre. 2020 · 2020
Cited alongside, same era.
Unsupervised cross-lingual representation learning at scale
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, and Veselin Stoyanov. 2020 · 2020
Cited alongside, same era.
Conversational question answering in low resource scenarios: A dataset and case study for basque
Arantxa Otegi, Aitor Gonzalez-Agirre, Jon Ander Campos, Aitor Soroa, and Eneko Agirre. 2020 · 2020
Cited alongside, same era.
Parsquad: Persian question answering dataset based on machine translation of squad 2.0
Negin Abadani, Jamshid Mozafari, Afsaneh Fatemi, Mohamadali Nematbakhsh, and Arefeh Kazemi. 2021 · 2021
Cited alongside, same era.
Question rewriting for conversational question answering
Svitlana Vakulenko, Shayne Longpre, Zhucheng Tu, and Raviteja Anantha. 2021 · 2021
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Reinforced question rewriting for conversational question answering
Zhiyu Chen, Jie Zhao, Anjie Fang, Besnik Fetahu, Oleg Rokhlenko, and Shervin Malmasi. 2022 · 2022
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Pquad: A persian question answering dataset
Kasra Darvishi, Newsha Shahbodaghkhan, Zahra Abbasiantaeb, and Saeedeh Momtazi. 2023 · 2023
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