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Human intelligence has the remarkable ability to adapt to new tasks and environments quickly.
CraftAssist: A Framework for Dialogue-enabled Interactive Agents
Jonathan Gray, Kavya Srinet, Yacine Jernite, Haonan Yu, Zhuoyuan Chen, Demi Guo, Siddharth Goyal, C. Lawrence Zitnick, and Arthur Szlam · 1907
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Roberta: A robustly optimized BERT pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov · 1907
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Why Build an Assistant in Minecraft?
Arthur Szlam, Jonathan Gray, Kavya Srinet, Yacine Jernite, Armand Joulin, Gabriel Synnaeve, Douwe Kiela, Haonan Yu, Zhuoyuan Chen, Siddharth Goyal, Demi Guo, Danielle Rothermel, C. Lawrence Zitnick, and Jason Weston · 1907
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Procedures as a representation for data in a computer program for understanding natural language
Terry Winograd · 1971
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The lunar sciences natural language information system: Final report
W. A. Woods, Ronald M Kaplan, and Bonnie L. Webber · 1972
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Seven steps to rendezvous with the casual user
Edgar F Codd · 1974
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Developing a natural language interface to complex data
Gary G Hendrix, Earl D Sacerdoti, Daniel Sagalowicz, and Jonathan Slocum · 1978
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Imitation, Objects, Tools, and the Rudiments of Language in Human Ontogeny, February 1988
Meltzoff An · 1988
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A look back and a look forward
K Sparck Jones · 1988
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Natural language interfaces to databases
Ann Copestake and Karen Sparck Jones · 1990
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The HCRC Map Task corpus: natural dialogue for speech recognition
Henry S. Thompson, Anne Anderson, Ellen Gurman Bard, Gwyneth Doherty-Sneddon, Alison Newlands, and Cathy Sotillo · 1993
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How People Learn: Brain, Mind, Experience, and School: Expanded Edition
National Research Council · 1999
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Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu · 2002
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Natural pedagogy
Gergely Csibra and György Gergely · 2009
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Understanding natural language commands for robotic navigation and mobile manipulation
Stefanie Tellex, Thomas Kollar, Steven Dickerson, Matthew R Walter, Ashis Gopal Banerjee, Seth Teller, and Nicholas Roy · 2011
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Robocup@ home: Demonstrating everyday manipulation skills in robocup@ home
Jorg Stuckler, Dirk Holz, and Sven Behnke · 2012
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The arcade learning environment: An evaluation platform for general agents
Marc G Bellemare, Yavar Naddaf, Joel Veness, and Michael Bowling · 2013
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Semantic parsing on freebase from question-answer pairs
Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang · 2013
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Pomdp-based statistical spoken dialog systems: A review
Steve Young, Milica Gašić, Blaise Thomson, and Jason D Williams · 2013
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Human-level control through deep reinforcement learning
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A Rusu, Joel Veness, Marc G Bellemare, Alex Graves, Martin Riedmiller, Andreas K Fidjeland, Georg Ostrovski, et al · 2015
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Natural language communication with robots
Yonatan Bisk, Deniz Yuret, and Daniel Marcu · 2016
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Program synthesis using natural language
Aditya Desai, Sumit Gulwani, Vineet Hingorani, Nidhi Jain, Amey Karkare, Mark Marron, Subhajit Roy, et al · 2016
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The malmo platform for artificial intelligence experimentation
Matthew Johnson, Katja Hofmann, Tim Hutton, and David Bignell · 2016
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Understanding user satisfaction with intelligent assistants
Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Hassan Awadallah, Aidan C Crook, Imed Zitouni, and Tasos Anastasakos · 2016
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Asynchronous methods for deep reinforcement learning
Volodymyr Mnih, Adria Puigdomenech Badia, Mehdi Mirza, Alex Graves, Timothy Lillicrap, Tim Harley, David Silver, and Koray Kavukcuoglu · 2016
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Rainbow: Combining improvements in deep reinforcement learning
Matteo Hessel, Joseph Modayil, Hado van Hasselt, Tom Schaul, Georg Ostrovski, Will Dabney, Daniel Horgan, Bilal Piot, Mohammad Gheshlaghi Azar, and David Silver · 2017
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Deep q-learning from demonstrations, 2017
Todd Hester, Matej Vecerik, Olivier Pietquin, Marc Lanctot, Tom Schaul, Bilal Piot, Dan Horgan, John Quan, Andrew Sendonaris, Gabriel Dulac-Arnold, Ian Osband, John Agapiou, Joel Z. Leibo, and Audrunas Gruslys · 2017
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Ray rllib: A composable and scalable reinforcement learning library
Eric Liang, Richard Liaw, Robert Nishihara, Philipp Moritz, Roy Fox, Joseph Gonzalez, Ken Goldberg, and Ion Stoica · 2017
Cited alongside, same era.
Iterative policy learning in end-to-end trainable task-oriented neural dialog models
Bing Liu and Ian Lane · 2017
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Towards problem solving agents that communicate and learn
Anjali Narayan-Chen, Colin Graber, Mayukh Das, Md Rakibul Islam, Soham Dan, Sriraam Natarajan, Janardhan Rao Doppa, Julia Hockenmaier, Martha Palmer, and Dan Roth · 2017
Cited alongside, same era.
Proximal policy optimization algorithms
John Schulman, Filip Wolski, Prafulla Dhariwal, Alec Radford, and Oleg Klimov · 2017
Cited alongside, same era.
Hierarchical and interpretable skill acquisition in multi-task reinforcement learning
Cair’18: second international workshop on conversational approaches to information retrieval at sigir 2018
Damiano Spina, Jaime Arguello, Hideo Joho, Julia Kiseleva, and Filip Radlinski · 2019
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Interaction for task instruction and learning
Andrea L Thomaz, Elena Lieven, Maya Cakmak, Joyce Y Chai, Simon Garrod, Wayne D Gray, Stephen C Levinson, Ana Paiva, and Nele Russwinkel · 2019
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Learning to speak and act in a fantasy text adventure game
Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, and Jason Weston · 2019
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Model-based interactive semantic parsing: A unified framework and a text-to-SQL case study
Ziyu Yao, Yu Su, Huan Sun, and Wen-tau Yih · 2019
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Interactive language learning by question answering
Xingdi Yuan, Marc-Alexandre Côté, Jie Fu, Zhouhan Lin, Christopher Pal, Yoshua Bengio, and Adam Trischler · 2019
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Tianmin Shu, Caiming Xiong, and Richard Socher · 2017
Cited alongside, same era.
Mastering the game of go without human knowledge
David Silver, Julian Schrittwieser, Karen Simonyan, Ioannis Antonoglou, Aja Huang, Arthur Guez, Thomas Hubert, Lucas Baker, Matthew Lai, Adrian Bolton, et al · 2017
Cited alongside, same era.
Building natural language interfaces to web apis
Yu Su, Ahmed Hassan Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon, and Mark Encarnacion · 2017
Cited alongside, same era.
Second international workshop on conversational approaches to information retrieval (cair’18) workshop at sigir 2018
Jaime Arguello, Filip Radlinski, Hideo Joho, Damiano Spina, and Julia Kiseleva · 2018
Cited alongside, same era.
Multiwoz-a large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling
Paweł Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, and Milica Gasic · 2018
Cited alongside, same era.
Proceedings of the 2018 emnlp workshop scai: The 2nd international workshop on search-oriented conversational ai
Aleksandr Chuklin, Jeff Dalton, Julia Kiseleva, Alexey Borisov, and Mikhail Burtsev · 2018
Cited alongside, same era.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
Cited alongside, same era.
Iris: A conversational agent for complex tasks
Ethan Fast, Binbin Chen, Julia Mendelsohn, Jonathan Bassen, and Michael S Bernstein · 2018
Cited alongside, same era.
Later among the works it cites.
Dialogpt: Large-scale generative pre-training for conversational response generation
Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, and Bill Dolan · 2019
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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, et al · 2020
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Convai3: Generating clarifying questions for open-domain dialogue systems (clariq)
Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeff Dalton, and Mikhail Burtsev · 2020
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Unleashing the power of AI for education
Dan Ayoub · 2020
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Language models are few-shot learners
Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei · 2020
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Conversational intelligence challenge: Accelerating research with crowd science and open source
Mikhail Burtsev and Varvara Logacheva · 2020
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Ask your humans: Using human instructions to improve generalization in reinforcement learning
Valerie Chen, Abhinav Gupta, and Kenneth Marino · 2020
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Electra: Pre-training text encoders as discriminators rather than generators
Kevin Clark, Minh-Thang Luong, Quoc V Le, and Christopher D Manning · 2020
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Proceedings of the 5th International Workshop on Search-Oriented Conversational AI (SCAI) , Online, November 2020. Association for Computational Linguistics
Jeff Dalton, Aleksandr Chuklin, Julia Kiseleva, and Mikhail Burtsev, editors · 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, et al · 2020
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Speak to your parser: Interactive text-to-SQL with natural language feedback
Ahmed Elgohary, Saghar Hosseini, and Ahmed Hassan Awadallah · 2020
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Learning to execute instructions in a Minecraft dialogue
Prashant Jayannavar, Anjali Narayan-Chen, and Julia Hockenmaier · 2020
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Mc-saar-instruct: a platform for minecraft instruction giving agents
Arne Köhn, Julia Wichlacz, Christine Schäfer, Alvaro Torralba, Jörg Hoffmann, and Alexander Koller · 2020
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Interactive task learning from GUI-grounded natural language instructions and demonstrations
Toby Jia-Jun Li, Tom Mitchell, and Brad Myers · 2020
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Gamification platform for collecting task-oriented dialogue data
Haruna Ogawa, Hitoshi Nishikawa, Takenobu Tokunaga, and Hikaru Yokono · 2020
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Recipes for building an open-domain chatbot
Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Kurt Shuster, Eric M Smith, et al · 2020
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CraftAssist instruction parsing: Semantic parsing for a voxel-world assistant
Kavya Srinet, Yacine Jernite, Jonathan Gray, and Arthur Szlam · 2020
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An imitation game for learning semantic parsers from user interaction
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, and Yu Su · 2020
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Building and evaluating open-domain dialogue corpora with clarifying questions
Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeffrey Dalton, and Mikhail Burtsev · 2021
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Conversational search and recommendation: Introduction to the special issue
Claudia Hauff, Julia Kiseleva, Mark Sanderson, Hamed Zamani, and Yongfeng Zhang · 2021
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Forgetful experience replay in hierarchical reinforcement learning from expert demonstrations
Alexey Skrynnik, Aleksey Staroverov, Ermek Aitygulov, Kirill Aksenov, Vasilii Davydov, and Aleksandr I Panov · 2021
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Learning to decompose and organize complex tasks
Yi Zhang, Sujay Kumar Jauhar, Julia Kiseleva, Ryen White, and Dan Roth · 2021
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