A New Dataset for Natural Language Understanding of Exercise Logs in a Food and Fitness Spoken Dialogue System

Maya Epps; Juan Uribe; Mandy Korpusik

doi:10.1109/SLT48900.2021.9383508

A New Dataset for Natural Language Understanding of Exercise Logs in a Food and Fitness Spoken Dialogue System

Maya Epps, Juan Uribe, Mandy Korpusik

Computer Science

Loyola Marymount University

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

Original language	English
Title of host publication	2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1071-1078
Number of pages	8
ISBN (Electronic)	9781728170664
DOIs	https://doi.org/10.1109/SLT48900.2021.9383508
State	Published - Jan 19 2021
Event	2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Virtual, Shenzhen, China Duration: Jan 19 2021 → Jan 22 2021

Publication series

Name	2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings

Conference

Conference	2021 IEEE Spoken Language Technology Workshop, SLT 2021
Country/Territory	China
City	Virtual, Shenzhen
Period	1/19/21 → 1/22/21

ASJC Scopus Subject Areas

Linguistics and Language
Language and Linguistics
Artificial Intelligence
Computer Science Applications
Computer Vision and Pattern Recognition
Hardware and Architecture

Keywords

Bidirectional Encoder Representations from Transformers (BERT)
CRF
RNN
Semantic tagging

Access to Document

10.1109/SLT48900.2021.9383508

Cite this

Epps, M., Uribe, J., & Korpusik, M. (2021). A New Dataset for Natural Language Understanding of Exercise Logs in a Food and Fitness Spoken Dialogue System. In 2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings (pp. 1071-1078). Article 9383508 (2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SLT48900.2021.9383508

A New Dataset for Natural Language Understanding of Exercise Logs in a Food and Fitness Spoken Dialogue System. / Epps, Maya; Uribe, Juan; Korpusik, Mandy.
2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. p. 1071-1078 9383508 (2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings).

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

Epps, M, Uribe, J & Korpusik, M 2021, A New Dataset for Natural Language Understanding of Exercise Logs in a Food and Fitness Spoken Dialogue System. in 2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings., 9383508, 2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 1071-1078, 2021 IEEE Spoken Language Technology Workshop, SLT 2021, Virtual, Shenzhen, China, 1/19/21. https://doi.org/10.1109/SLT48900.2021.9383508

Epps M, Uribe J, Korpusik M. A New Dataset for Natural Language Understanding of Exercise Logs in a Food and Fitness Spoken Dialogue System. In 2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2021. p. 1071-1078. 9383508. (2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings). doi: 10.1109/SLT48900.2021.9383508

Epps, Maya ; Uribe, Juan ; Korpusik, Mandy. / A New Dataset for Natural Language Understanding of Exercise Logs in a Food and Fitness Spoken Dialogue System. 2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 1071-1078 (2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings).

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A New Dataset for Natural Language Understanding of Exercise Logs in a Food and Fitness Spoken Dialogue System

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this