Fetching the paper…
Reading the bibliography…
We propose Machines Talking To Machines (M2M), a framework combining automation and crowdsourcing to rapidly bootstrap end-to-end dialogue agents for goal-oriented dialogues in arbitrary domains.
Active learning for automatic speech recognition
Dilek Hakkani-Tür, Giuseppe Riccardi, and Allen Gorin. 2002 · 2002
Earlier work this paper cites.
Active learning for spoken language understanding
Gokhan Tur, Robert E Schapire, and Dilek Hakkani-Tur. 2003 · 2003
Earlier work this paper cites.
Introduction to Automata Theory, Languages, and Computation (3rd Edition)
John E. Hopcroft, Rajeev Motwani, and Jeffrey D. Ullman. 2006 · 2006
Earlier work this paper cites.
Agenda-based user simulation for bootstrapping a pomdp dialogue system
Jost Schatzmann, Blaise Thomson, Karl Weilhammer, Hui Ye, and Steve Young. 2007 · 2007
Earlier work this paper cites.
Dialog state tracking challenge 2 & 3
Matthew Henderson, Blaise Thomson, and Jason Williams. 2013 · 2013
Earlier work this paper cites.
Building a semantic parser overnight
Yushi Wang, Jonathan Berant, Percy Liang, et al. 2015 · 2015
Earlier work this paper cites.
Task completion platform: A self-serve multi-domain goal oriented dialogue platform
PA Crook, A Marin, V Agarwal, K Aggarwal, T Anastasakos, R Bikkula, D Boies, A Celikyilmaz, S Chandramohan, Z Feizollahi, et al. 2016 · 2016
Earlier work this paper cites.
Interactive reinforcement learning for task-oriented dialogue management
Pararth Shah, Dilek Hakkani-Tür, and Larry Heck. 2016 · 2016
Cited alongside, same era.
Mastering the game of go with deep neural networks and tree search
David Silver, Aja Huang, Chris J Maddison, Arthur Guez, Laurent Sifre, George Van Den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Veda Panneershelvam, Marc Lanctot, et al. 2016 · 2016
Cited alongside, same era.
On-line active reward learning for policy optimisation in spoken dialogue systems
PH Su, M Gašić, N Mrkšić, L Rojas-Barahona, S Ultes, D Vandyke, TH Wen, and S Young. 2016 · 2016
Cited alongside, same era.
A network-based end-to-end trainable task-oriented dialogue system
Tsung-Hsien Wen, David Vandyke, Nikola Mrksic, Milica Gasic, Lina M Rojas-Barahona, Pei-Hao Su, Stefan Ultes, and Steve Young. 2016 · 2016
Cited alongside, same era.
Frames: A corpus for adding memory to goal-oriented dialogue systems
Layla El Asri, Hannes Schulz, Shikhar Sharma, Jeremie Zumer, Justin Harris, Emery Fine, Rahul Mehrotra, and Kaheer Suleman. 2017 · 2017
Parlai: A dialog research software platform
Alexander H Miller, Will Feng, Adam Fisch, Jiasen Lu, Dhruv Batra, Antoine Bordes, Devi Parikh, and Jason Weston. 2017 · 2017
Later among the works it cites.
To plan or not to plan? discourse planning in slot-value informed sequence to sequence models for language generation
Neha Nayak, Dilek Hakkani-Tur, Marilyn Walker, and Larry Heck. 2017 · 2017
Later among the works it cites.
Scalable multi-domain dialogue state tracking
Abhinav Rastogi, Dilek Hakkani-Tur, and Larry Heck. 2017 · 2017
Later among the works it cites.
Mastering chess and shogi by self-play with a general reinforcement learning algorithm
David Silver, Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Matthew Lai, Arthur Guez, Marc Lanctot, Laurent Sifre, Dharshan Kumaran, Thore Graepel, et al. 2017 · 2017
Later among the works it cites.
Pydial: A multi-domain statistical dialogue system toolkit
Stefan Ultes, Lina M Rojas Barahona, Pei-Hao Su, David Vandyke, Dongho Kim, Inigo Casanueva, Paweł Budzianowski, Nikola Mrkšić, Tsung-Hsien Wen, Milica Gasic, et al. 2017 · 2017
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Sequential dialogue context modeling for spoken language understanding
Ankur Bapna, Gokhan Tur, Dilek Hakkani-Tur, and Larry Heck. 2017 · 2017
Cited alongside, same era.
End-to-end optimization of task-oriented dialogue model with deep reinforcement learning
Bing Liu, Gokhan Tur, Dilek Hakkani-Tur, Pararth Shah, and Larry Heck. 2017 · 2017
Cited alongside, same era.
Later among the works it cites.
Seq2sql: Generating structured queries from natural language using reinforcement learning
Victor Zhong, Caiming Xiong, and Richard Socher. 2017 · 2017
Later among the works it cites.