Jason D. Williams

发表

Trends in Speech and Language Processing [In the Spotlight]

John H. L. Hansen, Bhuvana Ramabhadran, Junlan Feng, 2012, IEEE Signal Process. Mag..

Statistical Approaches To Dialogue Systems (tutorial, including videos)

Steve Young, Jason D. Williams, Blaise Thomson, 2009 .

Temporal supervised learning for inferring a dialog policy from example conversations

He He, Lihong Li, Jason D. Williams, 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).

Partially observable Markov decision processes for spoken dialog systems

Steve J. Young, Jason D. Williams, S. Young, 2007, Comput. Speech Lang..

Discriminative state tracking for spoken dialog systems

Angeliki Metallinou, Jason D. Williams, Dan Bohus, 2013, ACL.

Partially Observable Markov Decision Processes for Spoken Dialogue Management

Jason D. Williams, J. Williams, 2006 .

A Framework for Wizard-of-Oz Experiments with a Simulated ASR-Channel

Steve Young, Jason D. Williams, Matthew N. Stuttle, 2004 .

The Second Dialog State Tracking Challenge

Matthew Henderson, Jason D. Williams, Blaise Thomson, 2014, SIGDIAL Conference.

Spoken Dialog Challenge 2010: Comparison of Live and Control Test Results

Maxine Eskénazi, Helen F. Hastie, Oliver Lemon, 2011, SIGDIAL Conference.

Rapidly Scaling Dialog Systems with Interactive Learning

Geoffrey Zweig, Jason D. Williams, Nobal B. Niraula, 2015, IWSDS.

NAIL: A General Interactive Fiction Agent pdf

Matthew J. Hausknecht, Greg Yang, Jason D. Williams, 2019, ArXiv.

Preference, perception, and task completion of open, menu-based, and directed prompts for call routing: a case study

Jason D. Williams, Andrew T. Shaw, Lawrence Piano, 2003, INTERSPEECH.

Demonstration of AT&T “Let's Go”: A production-grade statistical spoken dialog system

Jason D. Williams, Alistair Conkie, Iker Arizmendi, 2010, 2010 IEEE Spoken Language Technology Workshop.

The third Dialog State Tracking Challenge

Matthew Henderson, Jason D. Williams, Blaise Thomson, 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).

Demonstrating The Incremental Interaction Manager In An End-To-End "Lets Go!" Dialogue System

Jason D. Williams, Peter A. Heeman, Ethan Selfridge, 2012 .

Announcing the Third Dialog State Tracking Challenge

Matthew Henderson, Jason D. Williams, Blaise Thomson, 2014 .

Laboratory of the future: a modular flow platform with multiple integrated PAT tools for multistep reactions

Jason D. Williams, C. Oliver Kappe, Peter Sagmeister, 2019, Reaction Chemistry & Engineering.

The Dialog State Tracking Challenge Series: A Review

Antoine Raux, Matthew Henderson, Jason D. Williams, 2016, Dialogue Discourse.

Stability and Accuracy in Incremental Speech Recognition

Jason D. Williams, Peter A. Heeman, Ethan Selfridge, 2011, SIGDIAL Conference.

Demonstration of interactive dialog teaching for learning a practical end-to-end dialog manager

Jason D. Williams, Lars Liden, 2017 .

Sample-efficient Deep Reinforcement Learning for Dialog Control pdf

Kavosh Asadi, Jason D. Williams, J. Williams, 2016, ArXiv.

Incremental partition recombination for efficient tracking of multiple dialog states

Jason D. Williams, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Spoken Dialog Systems As An Application of POMDPs (invited talk)

Jason D. Williams, 2010 .

End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning pdf

Geoffrey Zweig, Jason D. Williams, G. Zweig, 2016, ArXiv.

POMDP-Based Statistical Spoken Dialog Systems: A Review

Milica Gasic, Steve J. Young, Jason D. Williams, 2013, Proceedings of the IEEE.

Learning to Globally Edit Images with Textual Description pdf

Jason D. Williams, Hai Wang, SingBing Kang, 2018, ArXiv.

Introduction to the Special Issue on Dialogue State Tracking

Antoine Raux, Matthew Henderson, Jason D. Williams, 2016, Dialogue Discourse.

Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions

Jason D. Williams, 2011 .

Integrating expert knowledge into POMDP optimization for spoken dialog systems

Jason D. Williams, 2008 .

Proceedings of the SIGDIAL 2013 Conference

Barbara Di Eugenio, Jason D. Williams, Maxine Eskenazi, 2013, SIGDIAL 2013.

Demonstration of interactive teaching for end-to-end dialog control with hybrid code networks

Jason D. Williams, Lars Liden, J. Williams, 2017, SIGDIAL Conference.

Spoken dialogue systems: Challenges, and opportunities for research

Jason D. Williams, 2009, ASRU.

Dialog State Tracking Challenge: Information For Prospective Participants

Antoine Raux, Alan W. Black, Jason D. Williams, 2012 .

Active Learning for Domain Classification in a Commercial Spoken Personal Assistant pdf

Xi C. Chen, Jason D. Williams, Ashish Garg, 2019, INTERSPEECH.

A Comparison of Dialog Strategies for Call Routing

Jason D. Williams, Silke M. Witt, 2004, Int. J. Speech Technol..

Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers

Bongshin Lee, Jason D. Williams, Jina Suh, 2017, IEEE Transactions on Visualization and Computer Graphics.

A Case Study of Applying Decision Theory in the Real World: POMDPs and Spoken Dialog Systems

Jason D. Williams, 2012 .

Reinforcement learning for dialog management using least-squares Policy iteration and fast feature selection

Lihong Li, Jason D. Williams, Suhrid Balakrishnan, 2009, INTERSPEECH.

Crowd-sourcing for difficult transcription of speech

Jason D. Williams, Jay G. Wilpon, I. Dan Melamed, 2011, 2011 IEEE Workshop on Automatic Speech Recognition & Understanding.

Continuously Predicting and Processing Barge-in During a Live Spoken Dialogue Task

Jason D. Williams, Peter A. Heeman, Ethan Selfridge, 2013, SIGDIAL Conference.

Two studies of open vs. directed dialog strategies in spoken dialog systems

Jason D. Williams, Silke M. Witt, 2003, INTERSPEECH.

Dialog State Tracking Challenge Handbook

Antoine Raux, Alan W. Black, Jason D. Williams, 2012 .

Factored partially observable Markov decision processes for dialogue management

Pascal Poupart, Steve Young, Jason D. Williams, 2005 .

The Dialog State Tracking Challenge Series

Antoine Raux, Alan W. Black, Matthew Henderson, 2014, AI Mag..

Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations

Bob Carpenter, Jason D. Williams, Amanda Stent, 2007 .

Challenges and Opportunities for State Tracking in Statistical Spoken Dialog Systems: Results From Two Public Deployments

Jason D. Williams, 2012, IEEE Journal of Selected Topics in Signal Processing.

Partially Observable Markov Decision Processes with Continuous Observations for Dialogue Management

Pascal Poupart, Steve Young, Jason D. Williams, 2008, SIGDIAL.

Recent advances in deep learning for speech research at Microsoft

Geoffrey Zweig, Kaisheng Yao, Yifan Gong, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Using Wizard-of-Oz simulations to bootstrap Reinforcement - Learning based dialog management systems

Steve J. Young, Jason D. Williams, S. Young, 2003, SIGDIAL Workshop.

Web-style ranking and SLU combination for dialog state tracking

Jason D. Williams, J. Williams, 2014, SIGDIAL Conference.

A method for evaluating and comparing user simulations: The Cramér-von Mises divergence

Jason D. Williams, J. Williams, 2007, 2007 IEEE Workshop on Automatic Speech Recognition & Understanding (ASRU).

VUI Design Heuristics for Call Routing: Insights from Usability Testing (invited chapter)

Jason D. Williams, Andrew T. Shaw, Lawrence Piano, 2004 .

Evaluating user simulations with the Cramér-von Mises divergence

Jason D. Williams, J. Williams, 2008, Speech Commun..

Estimating Probability of Correctness for ASR N-Best Lists

Jason D. Williams, Suhrid Balakrishnan, J. Williams, 2009, SIGDIAL Conference.

Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program

Hugo Liu, Amit P. Sheth, Christopher W. Geib, 2006, AI Mag..

A critical analysis of two statistical spoken dialog systems in public use

Jason D. Williams, 2012, 2012 IEEE Spoken Language Technology Workshop (SLT).

Discovering Latent Structure in Task-Oriented Dialogues

Ke Zhai, Jason D. Williams, J. Williams, 2014, ACL.

A framework for dialogue data collection with a simulated ASR channel

Steve J. Young, Jason D. Williams, Matthew N. Stuttle, 2004, INTERSPEECH.

Fast and easy language understanding for dialog systems with Microsoft Language Understanding Intelligent Service (LUIS)

Geoffrey Zweig, Jessica Miller, Jason D. Williams, 2015, SIGDIAL Conference.

The SACTI-1 corpus: guide for research users

Jason D. Williams, Steve Young, S. Young, 2005 .

Spoken dialog systems as an application of planning under uncertainty

Jason D. Williams, 2011 .

Exploiting the ASR n-best by tracking multiple dialog state hypotheses

Jason D. Williams, 2008, INTERSPEECH.

Bibliography for Statistical Approaches to Spoken Dialogue Systems

Steve Young, Jason D. Williams, Blaise Thomson, 2009 .

The Dialog State Tracking Challenge

Antoine Raux, Alan W. Black, Jason D. Williams, 2013, SIGDIAL Conference.

Scaling POMDPs for dialog management with composite summary point-based value iteration (CSPBVI)

Steve Young, Jason D. Williams, S. Young, 2006 .

Characterizing task-oriented dialog using a simulated ASR chanel

Steve J. Young, Jason D. Williams, 2004, INTERSPEECH.

Evaluating real callers' reactions to Open and Directed Strategy prompts

Jason D. Williams, Andrew T. Shaw, Lawrence Piano, 2003 .

Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning

Geoffrey Zweig, Kavosh Asadi, Jason D. Williams, 2017, ACL.

The Fourth Dialog State Tracking Challenge

Rafael E. Banchs, Matthew Henderson, Jason D. Williams, 2016, IWSDS.

Introduction to the Issue on Advances in Spoken Dialogue Systems and Mobile Interface

Oliver Lemon, Pascal Poupart, Brahim Chaib-draa, 2012, IEEE J. Sel. Top. Signal Process..

Speech Technologies For Interactive Mobile Applications – A Primer

Jason D. Williams, 2011 .

The fifth dialog state tracking challenge

Rafael E. Banchs, Matthew Henderson, Jason D. Williams, 2016, 2016 IEEE Spoken Language Technology Workshop (SLT).

Using particle filters to track dialogue state

Jason D. Williams, J. Williams, 2007, 2007 IEEE Workshop on Automatic Speech Recognition & Understanding (ASRU).

Integrating Incremental Speech Recognition and POMDP-Based Dialogue Systems

Jason D. Williams, Peter A. Heeman, Ethan Selfridge, 2012, SIGDIAL Conference.

The best of both worlds: unifying conventional dialog systems and POMDPs

Jason D. Williams, J. Williams, 2008, INTERSPEECH.