Character-based embedding models and reranking strategies for understanding natural language meal descriptions

Mandy Korpusik; Zachary Collins; James Glass

doi:10.21437/Interspeech.2017-422

Character-based embedding models and reranking strategies for understanding natural language meal descriptions

Mandy Korpusik
, Zachary Collins
, James Glass

MIT Computer Science & Artificial Intelligence Laboratory

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Pages (from-to)	3320-3324
Number of pages	5
Journal	Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Volume	2017-August
DOIs	https://doi.org/10.21437/Interspeech.2017-422
State	Published - 2017
Externally published	Yes
Event	18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017 - Stockholm, Sweden Duration: Aug 20 2017 → Aug 24 2017

ASJC Scopus Subject Areas

Language and Linguistics
Human-Computer Interaction
Signal Processing
Software
Modeling and Simulation

Keywords

Character-based embeddings
Convolutional Neural Networks
Crowdsourcing
Levenshtein Edit Distance

Access to Document

10.21437/Interspeech.2017-422

Cite this

Character-based embedding models and reranking strategies for understanding natural language meal descriptions. / Korpusik, Mandy; Collins, Zachary; Glass, James.
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Vol. 2017-August, 2017, p. 3320-3324.

Research output: Contribution to journal › Conference article › peer-review

@article{cb4a20e3686a42619acb71cec05f3e8e,

title = "Character-based embedding models and reranking strategies for understanding natural language meal descriptions",

keywords = "Character-based embeddings, Convolutional Neural Networks, Crowdsourcing, Levenshtein Edit Distance",

author = "Mandy Korpusik and Zachary Collins and James Glass",

note = "Publisher Copyright: Copyright {\textcopyright} 2017 ISCA.; 18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017 ; Conference date: 20-08-2017 Through 24-08-2017",

year = "2017",

doi = "10.21437/Interspeech.2017-422",

language = "English",

volume = "2017-August",

pages = "3320--3324",

journal = "Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH",

issn = "2308-457X",

}

TY - JOUR

T1 - Character-based embedding models and reranking strategies for understanding natural language meal descriptions

AU - Korpusik, Mandy

AU - Collins, Zachary

AU - Glass, James

PY - 2017

Y1 - 2017

KW - Character-based embeddings

KW - Convolutional Neural Networks

KW - Crowdsourcing

KW - Levenshtein Edit Distance

UR - https://www.scopus.com/pages/publications/85039171446

UR - https://www.scopus.com/pages/publications/85039171446#tab=citedBy

U2 - 10.21437/Interspeech.2017-422

DO - 10.21437/Interspeech.2017-422

M3 - Conference article

AN - SCOPUS:85039171446

SN - 2308-457X

VL - 2017-August

SP - 3320

EP - 3324

JO - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

JF - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

T2 - 18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017

Y2 - 20 August 2017 through 24 August 2017

ER -

Character-based embedding models and reranking strategies for understanding natural language meal descriptions

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Cite this