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Conversational search is a relatively young area of research that aims at automating an information-seeking dialogue.
Question-Negotiation and Information Seeking in Libraries
Robert S. Taylor. 1968 · 1968
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ASK for Information Retrieval: Part I. Background and Theory
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Using Problem Structures for Driving Human-computer Dialogues. In Computer-Assisted Information Retrieval (Recherche d’Information et ses Applications) - RIAO 1985, 1st International Conference, University of Grenoble, France, March 18-20, 1985. Proceedings . 645–660
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Cues and Control in Expert-Client Dialogues. In 26th Annual Meeting of the Association for Computational Linguistics, 7-10 June 1988, State Univerity of New York at Buffalo, Buffalo, New York, USA, Proceedings . 123–130
Steve Whittaker and Phil Stenton. 1988 · 1988
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Mixed Initiative in Dialogue: An Investigation into Discourse Segmentation. In 28th Annual Meeting of the Association for Computational Linguistics, 6-9 June 1990, University of Pittsburgh, Pittsburgh, Pennsylvania, USA, Proceedings . 70–78
Marilyn A. Walker and Steve Whittaker. 1990 · 1990
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Modelling the Illocutionary Aspects of Information-Seeking Dialogues
Stefan Sitter and Adelheit Stein. 1992 · 1992
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Cases, Scripts, and Information-seeking Strategies: On the Design of Interactive Information Retrieval Systems
Nicholas J Belkin, Colleen Cool, Adelheit Stein, and Ulrich Thiel. 1995 · 1995
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Users and Intermediaries in Information Retrieval: What are They Talking About?. In User Modeling . Springer, 43–54
Tefko Saracevic, Amanda Spink, and Mei-Mei Wu. 1997 · 1997
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Asymmetry in the Dialogue Between Expert and Non-Expert
Frans AJ Birrer. 1998 · 1998
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An Evidential Model for Tracking Initiative in Collaborative Dialogue Interactions
Jennifer Chu-Carroll and Michael K. Brown. 1998 · 1998
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What is Initiative?
Robin Cohen, Coralee Allaby, Christian Cumbaa, Mark Fitzgerald, Kinson Ho, Bowen Hui, Celine Latulipe, Fletcher Lu, Nancy Moussa, David Pooley, Alex Qian, and Saheem Siddiqi. 1998 · 1998
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User-Tailored Planning of Mixed Initiative Information-Seeking Dialogues
Adelheit Stein, Jon Atle Gulla, and Ulrich Thiel. 1999 · 1999
Earlier work this paper cites.
Learning an Unreferenced Metric for Online Dialogue Evaluation
Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang, Ryan Lowe, William L. Hamilton, and Joelle Pineau. 2020b · 2005
Earlier work this paper cites.
Lexical and Discourse Analysis of Online Chat Dialog. In Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), September 17-19, 2007, Irvine, California, USA . 19–26
Eric N. Forsythand and Craig H. Martell. 2007 · 2007
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The SPAADIA Annotation Scheme
Geoffrey Leech and Martin Weisser. 2013 · 2013
Earlier work this paper cites.
Not Dead Yet! A Longitudinal Study of Query Type and Ready Reference Accuracy in Live Chat and IM Reference
Marie L Radford and Lynn Silipigni Connaway. 2013 · 2013
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The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems. In Proceedings of the SIGDIAL 2015 Conference, The 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2-4 September 2015, Prague, Czech Republic . 285–294
Ryan Lowe, Nissan Pow, Iulian Serban, and Joelle Pineau. 2015 · 2015
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DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. In Proceedings of the Eighth International Joint Conference on Natural Language Processing, IJCNLP 2017, Taipei, Taiwan, November 27 - December 1, 2017 - Volume 1: Long Papers . 986–995
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, and Shuzi Niu. 2017 · 2017
Cited alongside, same era.
A Theoretical Framework for Conversational Search. In Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, CHIIR 2017, Oslo, Norway, March 7-11, 2017 . 117–126
Filip Radlinski and Nick Craswell. 2017 · 2017
Cited alongside, same era.
MISC: A Data Set of Information-seeking Conversations. In Proceedings of the 1st International Workshop on Conversational Approaches to Information Retrieval
Paul Thomas, Daniel McDuff, Mary Czerwinski, and Nick Craswell. 2017 · 2017
Cited alongside, same era.
Conceptualizing Agent-human Interactions during the Conversational Search process. In The Second International Workshop on Conversational Approaches to Information Retrieval
Leif Azzopardi, Mateusz Dubiel, Martin Halvey, and Jeffery Dalton. 2018 · 2018
Coached Conversational Preference Elicitation: A Case Study in Understanding Movie Preferences. In Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, SIGdial 2019, Stockholm, Sweden, September 11-13, 2019 . 353–360
Filip Radlinski, Krisztian Balog, Bill Byrne, and Karthik Krishnamoorthi. 2019 · 2019
Later among the works it cites.
CoQA: A Conversational Question Answering Challenge
Siva Reddy, Danqi Chen, and Christopher D. Manning. 2019 · 2019
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A survey on data collection for machine learning: a big data-ai integration perspective
Yuji Roh, Geon Heo, and Steven Euijong Whang. 2019 · 2019
Later among the works it cites.
What Makes a Good Conversation? How Controllable Attributes Affect Human Judgments. In NAACL
Abigail See, Stephen Roller, Douwe Kiela, and Jason Weston. 2019 · 2019
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Knowledge-based Conversational Search
Svitlana Vakulenko. 2019 · 2019
Later among the works it cites.
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Cited alongside, same era.
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018 . 5016–5026
Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, and Milica Gasic. 2018 · 2018
Cited alongside, same era.
QuAC: Question Answering in Context. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018 . 2174–2184
Eunsol Choi, He He, Mohit Iyyer, Mark Yatskar, Wen-tau Yih, Yejin Choi, Percy Liang, and Luke Zettlemoyer. 2018 · 2018
Cited alongside, same era.
Towards Deep Conversational Recommendations. In Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada . 9748–9758
Raymond Li, Samira Ebrahimi Kahou, Hannes Schulz, Vincent Michalski, Laurent Charlin, and Chris Pal. 2018 · 2018
Cited alongside, same era.
Analyzing and Characterizing User Intent in Information-seeking Conversations. In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018 . 989–992
Chen Qu, Liu Yang, W. Bruce Croft, Johanne R. Trippas, Yongfeng Zhang, and Minghui Qiu. 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 and Retrieval, CHIIR 2018, New Brunswick, NJ, USA, March 11-15, 2018 . 32–41
Johanne R. Trippas, Damiano Spina, Lawrence Cavedon, Hideo Joho, and Mark Sanderson. 2018 · 2018
Cited alongside, same era.
Asking Clarifying Questions in Open-Domain Information-Seeking Conversations. In Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019 . 475–484
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, and W. Bruce Croft. 2019 · 2019
Cited alongside, same era.
Plato: Pre-trained dialogue generation model with discrete latent variable
Siqi Bao, Huang He, Fan Wang, Hua Wu, and Haifeng Wang. 2019 · 2019
Cited alongside, same era.
Wizard of Wikipedia: Knowledge-Powered Conversational Agents. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019
Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, and Jason Weston. 2019 · 2019
Cited alongside, same era.
QRFA: A Data-Driven Model of Information-Seeking Dialogues. In Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part I . 541–557
Svitlana Vakulenko, Kate Revoredo, Claudio Di Ciccio, and Maarten de Rijke. 2019 · 2019
Later among the works it cites.
Towards a Human-like Open-Domain Chatbot
Daniel Adiwardana, Minh-Thang Luong, David R. So, Jamie Hall, Noah Fiedel, Romal Thoppilan, Zi Yang, Apoorv Kulshreshtha, Gaurav Nemade, Yifeng Lu, and Quoc V. Le. 2020 · 2020
Later among the works it cites.
Conversational Search (Dagstuhl Seminar 19461)
Avishek Anand, Lawrence Cavedon, Hideo Joho, Mark Sanderson, and Benno Stein. 2020 · 2020
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The Second Conversational Intelligence Challenge (ConvAI2)
Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W. Black, Alexander Rudnicky, Jason Williams, Joelle Pineau, Mikhail Burtsev, and Jason Weston. 2020 · 2020
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A Survey on Conversational Recommender Systems
Dietmar Jannach, Ahtsham Manzoor, Wanling Cai, and Li Chen. 2020 · 2020
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Learning an Unreferenced Metric for Online Dialogue Evaluation
Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang, Ryan Lowe, William L. Hamilton, and Joelle Pineau. 2020a · 2020
Later among the works it cites.
Theories of Conversation for Conversational IR. In SIGIR 3th International Workshop on Conversational Approaches to Information Retrieval (CAIR’20)
Paul Thomas, Mary Czerwinski, Daniel McDuff, and Nick Craswell. 2020 · 2020
Later among the works it cites.
Towards a Model for Spoken Conversational Search
Johanne R Trippas, Damiano Spina, Paul Thomas, Mark Sanderson, Hideo Joho, and Lawrence Cavedon. 2020 · 2020
Later among the works it cites.
Hamed Zamani, Susan T. Dumais, Nick Craswell, Paul N. Bennett, and Gord Lueck. 2020 · 2020
Later among the works it cites.
Advances and Challenges in Conversational Recommender Systems: A Survey
Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, and Tat-Seng Chua. 2021 · 2021
Closest in time.
An Analysis of Mixed Initiative and Collaboration in Information-Seeking Dialogues. In Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020 . 2085–2088
Svitlana Vakulenko, Evangelos Kanoulas, and Maarten de Rijke. 2020 · 2088
Closest in time.