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Jason D. Williams
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Partially observable Markov decision processes for spoken dialog systems
JD Williams, S Young
Computer Speech & Language 21 (2), 393-422, 2007
11292007
Recent advances in deep learning for speech research at Microsoft
L Deng, J Li, JT Huang, K Yao, D Yu, F Seide, M Seltzer, G Zweig, X He, ...
2013 IEEE international conference on acoustics, speech and signal …, 2013
10212013
Pomdp-based statistical spoken dialog systems: A review
S Young, M Gašić, B Thomson, JD Williams
Proceedings of the IEEE 101 (5), 1160-1179, 2013
10162013
The second dialog state tracking challenge
M Henderson, B Thomson, JD Williams
Proceedings of the 15th annual meeting of the special interest group on …, 2014
6812014
The dialog state tracking challenge series
JD Williams, M Henderson, A Raux, B Thomson, A Black, ...
AI Magazine 35 (4), 121-124, 2014
5052014
Hybrid code networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning
JD Williams, K Asadi, G Zweig
arXiv preprint arXiv:1702.03274, 2017
3982017
System and method for using alternate recognition hypotheses to improve whole-dialog understanding accuracy
J Williams
US Patent App. 12/325,786, 2010
3692010
The second conversational intelligence challenge (convai2)
E Dinan, V Logacheva, V Malykh, A Miller, K Shuster, J Urbanek, D Kiela, ...
The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2020
3602020
The dialog state tracking challenge series: A review
JD Williams, A Raux, M Henderson
Dialogue & Discourse 7 (3), 4-33, 2016
2792016
Squares: Supporting interactive performance analysis for multiclass classifiers
D Ren, S Amershi, B Lee, J Suh, JD Williams
IEEE transactions on visualization and computer graphics 23 (1), 61-70, 2016
2402016
System and method for advanced turn-taking for interactive spoken dialog systems
JD Williams, E Selfridge
US Patent 9,378,738, 2016
2242016
The third dialog state tracking challenge
M Henderson, B Thomson, JD Williams
2014 IEEE Spoken Language Technology Workshop (SLT), 324-329, 2014
1932014
User intention based on N-best list of recognition hypotheses for utterances in a dialog
J Williams
US Patent 9,037,462, 2015
1912015
End-to-end lstm-based dialog control optimized with supervised and reinforcement learning
JD Williams, G Zweig
arXiv preprint arXiv:1606.01269, 2016
1772016
Factored partially observable Markov decision processes for dialogue management
JD Williams, P Poupart, S Young
Proc. IJCAI Workshop on Knowledge and Reasoning in Practical Dialogue …, 2005
1752005
Partially observable Markov decision processes with continuous observations for dialogue management
JD Williams, P Poupart, S Young
Recent Trends in Discourse and Dialogue, 191-217, 2008
1452008
The fourth dialog state tracking challenge
S Kim, LF D’Haro, RE Banchs, JD Williams, M Henderson
Dialogues with Social Robots: Enablements, Analyses, and Evaluation, 435-449, 2017
1442017
Web-style ranking and SLU combination for dialog state tracking
JD Williams
Proceedings of the 15th Annual Meeting of the Special Interest Group on …, 2014
1422014
Scaling POMDPs for spoken dialog management
JD Williams, S Young
IEEE Transactions on Audio, Speech, and Language Processing 15 (7), 2116-2129, 2007
1372007
The best of both worlds: Unifying conventional dialog systems and POMDPs.
JD Williams
INTERSPEECH, 1173-1176, 2008
1192008
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