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Research on conversational search has so far mostly focused on query rewriting and multi-stage passage retrieval.
BLEU: a Method for Automatic Evaluation of Machine Translation. In Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics (ACL ’02) . 311–318
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
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ROUGE: A Package for Automatic Evaluation of Summaries. In Proceedings of Workshop on Text Summarization Branches Out on Annual Meeting of the Association for Computational Linguistics (ACL ’04) . 74–81
Chin-Yew Lin. 2004 · 2004
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Diversifying Task-oriented Dialogue Response Generation with Prototype Guided Paraphrasing
Phillip Lippe, Pengjie Ren, Hinda Haned, Bart Voorn, and M. de Rijke. 2020 · 2008
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IR System Evaluation Using Nugget-based Test Collections. In Proceedings of the 5th ACM International Conference on Web Search and Data Mining (WSDM ’12) . 393–402
Virgil Pavlu, Shahzad Rajput, Peter B. Golbus, and Javed A. Aslam. 2012 · 2012
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Beyond AMT: An Analysis of Crowd Work Platforms
Donna Vakharia and Matthew Lease. 2013 · 2013
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Human Beyond the Machine: Challenges and Opportunities of Microtask Crowdsourcing
Ujwal Gadiraju, Gianluca Demartini, Ricardo Kawase, and Stefan Dietze. 2015 · 2015
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MS MARCO: A Human Generated MAchine Reading Comprehension Dataset
Daniel Fernando Campos, Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng, and Bhaskar Mitra. 2016 · 2016
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SQuAD: 100,000+ Questions for Machine Comprehension of Text. In Findings of the Association for Computational Linguistics: EMNLP 2016 (EMNLP ’16) . 2383–2392
Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. 2016 · 2016
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Topic Aware Neural Response Generation. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI ’16) . 3351–3357
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, M. Zhou, and Wei-Ying Ma. 2016 · 2016
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The NarrativeQA Reading Comprehension Challenge
Tomás Kociský, Jonathan Schwarz, Phil Blunsom, Chris Dyer, Karl Moritz Hermann, Gábor Melis, and Edward Grefenstette. 2017 · 2017
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S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension
Chuanqi Tan, Furu Wei, Nan Yang, Weifeng Lv, and M. Zhou. 2017 · 2017
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MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. In Findings of the Association for Computational Linguistics: EMNLP 2018 (EMNLP ’18) . 5016–5026
Paweł Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, and Milica Gasic. 2018 · 2018
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QuAC: Question Answering in Context. In Findings of the Association for Computational Linguistics: EMNLP 20 (EMNLP ’18) . 2174–2184
Eunsol Choi, He He, Mohit Iyyer, Mark Yatskar, Wen tau Yih, Yejin Choi, Percy Liang, and Luke Zettlemoyer. 2018 · 2018
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Research Frontiers in Information Retrieval: Report from the Third Strategic Workshop on Information Retrieval in Lorne (SWIRL 2018)
J Shane Culpepper, Fernando Diaz, and Mark D Smucker. 2018 · 2018
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Quality Control in Crowdsourcing
Florian Daniel, Pavel Kucherbaev, Cinzia Cappiello, Boualem Benatallah, and Mohammad Allahbakhsh. 2018 · 2018
Cited alongside, same era.
Fluent Response Generation for Conversational Question Answering. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL ’20) . 191–207
Ashutosh Baheti, Alan Ritter, and Kevin Small. 2020 · 2020
Later among the works it cites.
TREC CAsT 2020: The Conversational Assistance Track Overview. In The Twenty-Ninth Text REtrieval Conference Proceedings (TREC ’20)
Jeffrey Dalton, Chenyan Xiong, and Jamie Callan. 2020 · 2020
Later among the works it cites.
SummEval: Re-evaluating Summarization Evaluation
A. R. Fabbri, Wojciech Kryscinski, Bryan McCann, Richard Socher, and Dragomir R. Radev. 2020 · 2020
Later among the works it cites.
TREC CAsT 2021: The Conversational Assistance Track Overview. In The Thirtieth Text REtrieval Conference Proceedings (TREC ’21)
Jeffrey Dalton, Chenyan Xiong, and Jamie Callan. 2021 · 2021
Later among the works it cites.
Argument Mining in Tweets: Comparing Crowd and Expert Annotations for Automated Claim and Evidence Detection. In International Conference on Applications of Natural Language to Data Bases (NLDB ’21) . 275–288
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Carsten Eickhoff. 2018 · 2018
Cited alongside, same era.
Informing the Design of Spoken Conversational Search: Perspective Paper. In Proceedings of the 2018 Conference on Human Information Interaction & Retrieval (CHIIR ’18) . 32–41
Johanne R. Trippas, Damiano Spina, Lawrence Cavedon, Hideo Joho, and Mark Sanderson. 2018 · 2018
Cited alongside, same era.
Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, M. Zhou, and Tiejun Zhao. 2018 · 2018
Cited alongside, same era.
TREC CAsT 2019: The Conversational Assistance Track Overview. In The Twenty-Eighth Text REtrieval Conference Proceedings (TREC ’19)
Jeffrey Dalton, Chenyan Xiong, and Jamie Callan. 2019 · 2019
Cited alongside, same era.
Augmenting Neural Response Generation with Context-Aware Topical Attention. In Proceedings of the First Workshop on NLP for Conversational AI (ACL ’19) . 18–31
Nouha Dziri, Ehsan Kamalloo, Kory Mathewson, and Osmar R Zaiane. 2019 · 2019
Cited alongside, same era.
Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation. In European Conference on Artificial Intelligence (ECAI ’19)
Jiahuan Pei, Pengjie Ren, Christof Monz, and M. de Rijke. 2019 · 2019
Cited alongside, same era.
Towards a Model for Spoken Conversational Search
Johanne R. Trippas, Damiano Spina, Paul Thomas, Mark Sanderson, Hideo Joho, and Lawrence Cavedon. 2019 · 2019
Cited alongside, same era.
Question Rewriting for Conversational Question Answering. In Proceedings of the 14th ACM International Conference on Web Search and Data Mining (WSDM ’21) . 355–363
Svitlana Vakulenko, Shayne Longpre, Zhucheng Tu, and Raviteja Anantha. 2021a
Cited in the paper.
Neslihan Iskender, Robin Schaefer, Tim Polzehl, and Sebastian Möller. 2021 · 2021
Later among the works it cites.
Multi-stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting
Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, and Jimmy Lin. 2021 · 2021
Later among the works it cites.
Sparse, Dense, and Attentional Representations for Text Retrieval
Yi Luan, Jacob Eisenstein, Kristina Toutanova, and Michael Collins. 2021 · 2021
Later among the works it cites.
Conversations with Search Engines: SERP-based Conversational Response Generation
Pengjie Ren, Zhumin Chen, Zhaochun Ren, E. Kanoulas, Christof Monz, and M. de Rijke. 2021 · 2021
Later among the works it cites.
Survey of Hallucination in Natural Language Generation
Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Andrea Madotto, and Pascale Fung. 2022 · 2022
Later among the works it cites.
TREC CAsT 2022: Going Beyond User Ask and System Retrieve with Initiative and Response Generation. In The Thirty-First Text REtrieval Conference Proceedings (TREC ’22)
Paul Owoicho, Jeffrey Dalton, Mohammad Aliannejad, Leif Azzopardi, Johanne R. Trippas, and Svitlana Vakulenko. 2022 · 2022
Later among the works it cites.