Dialogue State Tracking with Convolutional Semantic Taggers

Mandy Korpusik; James Glass

doi:10.1109/ICASSP.2019.8683412

Dialogue State Tracking with Convolutional Semantic Taggers

Mandy Korpusik, James Glass

MIT Computer Science & Artificial Intelligence Laboratory

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	7220-7224
Number of pages	5
ISBN (Electronic)	9781479981311
DOIs	https://doi.org/10.1109/ICASSP.2019.8683412
State	Published - May 2019
Externally published	Yes
Event	44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Brighton, United Kingdom Duration: May 12 2019 → May 17 2019

Publication series

Name	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume	2019-May
ISSN (Print)	1520-6149

Conference

Conference	44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019
Country/Territory	United Kingdom
City	Brighton
Period	5/12/19 → 5/17/19

ASJC Scopus Subject Areas

Software
Signal Processing
Electrical and Electronic Engineering

Keywords

Conditional Random Field
Convolutional Neural Network
Dialogue State Tracking
Recurrent Neural Network
Semantic Tagging

Access to Document

10.1109/ICASSP.2019.8683412

Cite this

Korpusik, M., & Glass, J. (2019). Dialogue State Tracking with Convolutional Semantic Taggers. In 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings (pp. 7220-7224). Article 8683412 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. 2019-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICASSP.2019.8683412

Dialogue State Tracking with Convolutional Semantic Taggers. / Korpusik, Mandy; Glass, James.
2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. p. 7220-7224 8683412 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Korpusik, M & Glass, J 2019, Dialogue State Tracking with Convolutional Semantic Taggers. in 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings., 8683412, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, vol. 2019-May, Institute of Electrical and Electronics Engineers Inc., pp. 7220-7224, 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019, Brighton, United Kingdom, 5/12/19. https://doi.org/10.1109/ICASSP.2019.8683412

Korpusik M, Glass J. Dialogue State Tracking with Convolutional Semantic Taggers. In 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2019. p. 7220-7224. 8683412. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). doi: 10.1109/ICASSP.2019.8683412

Korpusik, Mandy ; Glass, James. / Dialogue State Tracking with Convolutional Semantic Taggers. 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 7220-7224 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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Dialogue State Tracking with Convolutional Semantic Taggers

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this