A comparison of deep learning methods for language understanding

Mandy Korpusik; Zoe Liu; James Glass

doi:10.21437/Interspeech.2019-1262

A comparison of deep learning methods for language understanding

Mandy Korpusik
, Zoe Liu
, James Glass

Computer Science

MIT Computer Science & Artificial Intelligence Laboratory

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

Original language	English
Pages (from-to)	849-853
Number of pages	5
Journal	Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Volume	2019-September
DOIs	https://doi.org/10.21437/Interspeech.2019-1262
State	Published - Sep 2019
Event	20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 - Graz, Austria Duration: Sep 15 2019 → Sep 19 2019

ASJC Scopus Subject Areas

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

Keywords

BERT
CNN
CRF
RNN
Semantic Tagging

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10.21437/Interspeech.2019-1262

Cite this

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title = "A comparison of deep learning methods for language understanding",

keywords = "BERT, CNN, CRF, RNN, Semantic Tagging",

author = "Mandy Korpusik and Zoe Liu and James Glass",

note = "Publisher Copyright: {\textcopyright} 2019 ISCA; 20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 ; Conference date: 15-09-2019 Through 19-09-2019",

year = "2019",

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doi = "10.21437/Interspeech.2019-1262",

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volume = "2019-September",

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T1 - A comparison of deep learning methods for language understanding

AU - Korpusik, Mandy

AU - Liu, Zoe

AU - Glass, James

PY - 2019/9

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KW - BERT

KW - CNN

KW - CRF

KW - RNN

KW - Semantic Tagging

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UR - https://www.scopus.com/pages/publications/85074721936#tab=citedBy

U2 - 10.21437/Interspeech.2019-1262

DO - 10.21437/Interspeech.2019-1262

M3 - Conference article

AN - SCOPUS:85074721936

SN - 2308-457X

VL - 2019-September

SP - 849

EP - 853

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 - 20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019

Y2 - 15 September 2019 through 19 September 2019

ER -

A comparison of deep learning methods for language understanding

ASJC Scopus Subject Areas

Keywords

Access to Document

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