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Task-oriented conversational agents rely on semantic parsers to translate natural language to formal representations.
Almond: The Architecture of an Open, Crowdsourced, Privacy-Preserving, Programmable Virtual Assistant. In Proceedings of the 26th International Conference on World Wide Web - WWW ’17 . ACM Press, New York, New York, USA, 341–350
Giovanni Campagna, Rakesh Ramesh, Silei Xu, Michael Fischer, and Monica S. Lam. 2017 · 2017
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Controlling Fine-Grain Sharing in Natural Language with a Virtual Assistant
Giovanni Campagna, Silei Xu, Rakesh Ramesh, Michael Fischer, and Monica S. Lam. 2018 · 2018
Earlier work this paper cites.
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing . 2787–2792
Sonal Gupta, Rushin Shah, Mrinal Mohit, Anuj Kumar, and Mike Lewis. 2018 · 2018
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The Alexa Meaning Representation Language. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 3 (Industry Papers) . Association for Computational Linguistics, 177–184
Thomas Kollar, Danielle Berry, Lauren Stuart, Karolina Owczarzak, Tagyoung Chung, Lambert Mathias, Michael Kayser, Bradford Snow, and Spyros Matsoukas. 2018 · 2018
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Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands. In Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation (Phoenix, AZ, USA) (PLDI 2019) . ACM, New York, NY, USA, 394–410
Giovanni Campagna, Silei Xu, Mehrad Moradshahi, Richard Socher, and Monica S. Lam. 2019 · 2019
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Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, and Luke Zettlemoyer. 2019 · 2019
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Towards scalable multi-domain conversational agents: The schema-guided dialogue dataset
Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, and Pranav Khaitan. 2019 · 2019
Cited alongside, same era.
Dialogue-amr: abstract meaning representation for dialogue. In Proceedings of the 12th Language Resources and Evaluation Conference . 684–695
Claire Bonial, Lucia Donatelli, Mitchell Abrams, Stephanie Lukin, Stephen Tratz, Matthew Marge, Ron Artstein, David Traum, and Clare Voss. 2020 · 2020
Cited alongside, same era.
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics . Association for Computational Linguistics, Online, 122–132
Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi, and Monica Lam. 2020 · 2020
Cited alongside, same era.
Conversational Semantic Parsing for Dialog State Tracking. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) . Association for Computational Linguistics, Online, 8107–8117
AutoQA: From Databases to Q&A Semantic Parsers with Only Synthetic Training Data. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) . Association for Computational Linguistics, Online, 422–434
Silei Xu, Sina Semnani, Giovanni Campagna, and Monica Lam. 2020b · 2020
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Semantic Representation for Dialogue Modeling
Xuefeng Bai, Yulong Chen, Linfeng Song, and Yue Zhang. 2021 · 2021
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A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk+ Representation
Giovanni Campagna, Sina J. Semnani, Ryan Kearns, Lucas Jun Koba Sato, and Monica S. Lam. 2021 · 2021
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DIY Assistant: A Multi-Modal End-User Programmable Virtual Assistant
Michael H. Fischer, Giovanni Campagna, Euirim Choi, and Monica S. Lam. 2021 · 2021
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Jianpeng Cheng, Devang Agrawal, Héctor Martínez Alonso, Shruti Bhargava, Joris Driesen, Federico Flego, Dain Kaplan, Dimitri Kartsaklis, Lin Li, Dhivya Piraviperumal, Jason D. Williams, Hong Yu, Diarmuid Ó Séaghdha, and Anders Johannsen. 2020 · 2020
Cited alongside, same era.
Task-Oriented Dialogue as Dataflow Synthesis
Semantic Machines, Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H. Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, and Alexander Zotov. 2020 · 2020
Cited alongside, same era.
Schema2QA: Answering Complex Queries on the Structured Web with a Neural Model
Silei Xu, Giovanni Campagna, Jian Li, and Monica S Lam. 2020a · 2020
Cited alongside, same era.
Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, and Benjamin Van Durme. 2021 · 2021
Later among the works it cites.