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Conversational information seeking (CIS) is playing an increasingly important role in connecting people to information.
CAsT-19: A Dataset for Conversational Information Seeking. In Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020 . 1985–1988
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A taxonomy of web search
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Rouge: A Package for Automatic Evaluation of Summaries. In Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, ACL 2002 . 74–81
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Bleu: a Method for Automatic Evaluation of Machine Translation. In Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, ACL 2002 . 311–318
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Exploratory Search: Beyond the Query-Response Paradigm
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Towards Conversational Recommender Systems. In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, SIGKDD 2016 . 815–824
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Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017 . 2231–2240
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A Theoretical Framework for Conversational Search. In Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, CHIIR 2017 . 117–126
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Get To The Point: Summarization with Pointer-Generator Networks. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017 . 1073–1083
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Attention is All you Need. In Proceedings of the 31st International Conference on Neural Information Processing Systems, NIPS 2017 . 5998–6008
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Exploring Conversational Search With Humans, Assistants, and Wizards. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, CHI, 2017 . 2187–2193
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Conceptualizing Agent-human Interactions during the Conversational Search Process. In The 2nd Workshop on Conversational Approaches to Information Retrieval
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QuAC: Question Answering in Context. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018 . 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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DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications. In Proceedings of the Workshop on Machine Reading for Question Answering, ACL 2018 . 37–46
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The NarrativeQA Reading Comprehension Challenge
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Towards Exploiting Background Knowledge for Building Conversation Systems. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, EMNLP 2018 . 2322–2332
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Proactive Human-Machine Conversation with Explicit Conversation Goal. In Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019 . 3794–3804
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Deep Chit-Chat: Deep Learning for Chatbots. In Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019 . 1413–1414
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Investigating Passage-level Relevance and Its Role in Document-level Relevance Judgment. In Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019 . 605–614
Zhijing Wu, Jiaxin Mao, Yiqun Liu, Min Zhang, and Shaoping Ma. 2019b · 2019
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Conversational Search - A Report from Dagstuhl Seminar 19461
Avishek Anand, Lawrence Cavedon, Matthias Hagen, Hideo Joho, Mark Sanderson, and Benno Stein. 2020 · 2020
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Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph. In Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, AAAI 2018 . 705–713
Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, and Sarath Chandar. 2018 · 2018
Cited alongside, same era.
Conversational Recommender System. In The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018 . 235–244
Yueming Sun and Yi Zhang. 2018 · 2018
Cited alongside, same era.
Style and Alignment in Information-Seeking Conversation. In Proceedings of the 2018 Conference on Human Information Interaction and Retrieval, CHIIR 2018 . 42–51
Paul Thomas, Mary Czerwinski, Daniel J. McDuff, Nick Craswell, and Gloria Mark. 2018 · 2018
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Informing the Design of Spoken Conversational Search: Perspective Paper. In Proceedings of the 2018 Conference on Human Information Interaction and Retrieval, CHIIR 2018 . 32–41
Johanne R. Trippas, Damiano Spina, Lawrence Cavedon, Hideo Joho, and Mark Sanderson. 2018a · 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 . 32–41
Johanne R. Trippas, Damiano Spina, Lawrence Cavedon, Hideo Joho, and Mark Sanderson. 2018b · 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 . 475–484
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, and W. Bruce Croft. 2019 · 2019
Cited alongside, same era.
Look before You Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion. In Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019 . 729–738
Philipp Christmann, Rishiraj Saha Roy, Abdalghani Abujabal, Jyotsna Singh, and Gerhard Weikum. 2019 · 2019
Cited alongside, same era.
Wizard of Wikipedia: Knowledge-Powered Conversational Agents. In Proceedings of the 7th International Conference on Learning Representations, ICLR 2019
Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, and Jason Weston. 2019 · 2019
Cited alongside, same era.
Later among the works it cites.
Fluent Response Generation for Conversational Question Answering. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020 . 191–207
Ashutosh Baheti, Alan Ritter, and Kevin Small. 2020 · 2020
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Agent Dialogue: A Platform for Conversational Information Seeking Experimentation. In Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020 . 2121–2124
Adam Czyzewski, Jeffrey Dalton, and Anton Leuski. 2020 · 2020
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TREC CAsT 2019: The Conversational Assistance Track Overview
Jeffrey Dalton, Chenyan Xiong, and Jamie Callan. 2020a · 2020
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Retrospective and Prospective Mixture-of-Generators for Task-Oriented Dialogue Response Generation. In Proceedings of the 24th European Conference on Artificial Intelligence, ECAI 2020 , Vol. 325. 2148–2155
Jiahuan Pei, Pengjie Ren, Christof Monz, and Maarten de Rijke. 2020 · 2020
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Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation. In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020 . 8697–8704
Pengjie Ren, Zhumin Chen, Christof Monz, Jun Ma, and Maarten de Rijke. 2020a · 2020
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Conversations with Search Engines: SERP-based Conversational Response Generation
Pengjie Ren, Zhumin Chen, Zhaochun Ren, Evangelos Kanoulas, Christof Monz, and Maarten de Rijke. 2020b · 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
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Query Resolution for Conversational Search with Limited Supervision. In Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020 . 921–930
Nikos Voskarides, Dan Li, Pengjie Ren, Evangelos Kanoulas, and Maarten de Rijke. 2020 · 2020
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Macaw: An Extensible Conversational Information Seeking Platform. In Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020 . 2193–2196
Hamed Zamani and Nick Craswell. 2020 · 2020
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Generating Clarifying Questions for Information Retrieval. In Proceedings of the Web Conference, WWW 2020 . 418–428
Hamed Zamani, Susan T. Dumais, Nick Craswell, Paul N. Bennett, and Gord Lueck. 2020 · 2020
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Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang, and Xiaoyan Zhu. 2020 · 2020
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Advances and Challenges in Conversational Recommender Systems: A Survey
Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, and Tat-Seng Chua. 2021 · 2021
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