Improving topic coherence with regularized topic models

David Newman, Edwin V Bonilla, Wray Lindsay Buntine

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Original languageEnglish
Title of host publicationAdvances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011 (NIPS 2011): Volume 1 of 3
EditorsJohn Shawe-Taylor, Richard Zemel, Peter Bartlett, Fernando Pereira
Place of PublicationLaJolla CA USA
PublisherNeural Information Processing Systems (NIPS)
Pages1 - 9
Number of pages9
ISBN (Print)9781618395993
Publication statusPublished - 2011
Externally publishedYes
EventAdvances in Neural Information Processing Systems 2011 - Granada Congress and Exhibition Centre, Granada, Spain
Duration: 12 Dec 201117 Dec 2011
Conference number: 25th
https://nips.cc/Conferences/2011

Conference

ConferenceAdvances in Neural Information Processing Systems 2011
Abbreviated titleNIPS 2011
CountrySpain
CityGranada
Period12/12/1117/12/11
Internet address

Cite this

Newman, D., Bonilla, E. V., & Buntine, W. L. (2011). Improving topic coherence with regularized topic models. In J. Shawe-Taylor, R. Zemel, P. Bartlett, & F. Pereira (Eds.), Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011 (NIPS 2011): Volume 1 of 3 (pp. 1 - 9). LaJolla CA USA: Neural Information Processing Systems (NIPS).
Newman, David ; Bonilla, Edwin V ; Buntine, Wray Lindsay. / Improving topic coherence with regularized topic models. Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011 (NIPS 2011): Volume 1 of 3. editor / John Shawe-Taylor ; Richard Zemel ; Peter Bartlett ; Fernando Pereira. LaJolla CA USA : Neural Information Processing Systems (NIPS), 2011. pp. 1 - 9
@inproceedings{5cfdbe8bb6cc471c8265df07030a546a,
title = "Improving topic coherence with regularized topic models",
author = "David Newman and Bonilla, {Edwin V} and Buntine, {Wray Lindsay}",
year = "2011",
language = "English",
isbn = "9781618395993",
pages = "1 -- 9",
editor = "John Shawe-Taylor and Richard Zemel and Peter Bartlett and Fernando Pereira",
booktitle = "Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011 (NIPS 2011): Volume 1 of 3",
publisher = "Neural Information Processing Systems (NIPS)",

}

Newman, D, Bonilla, EV & Buntine, WL 2011, Improving topic coherence with regularized topic models. in J Shawe-Taylor, R Zemel, P Bartlett & F Pereira (eds), Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011 (NIPS 2011): Volume 1 of 3. Neural Information Processing Systems (NIPS), LaJolla CA USA, pp. 1 - 9, Advances in Neural Information Processing Systems 2011, Granada, Spain, 12/12/11.

Improving topic coherence with regularized topic models. / Newman, David; Bonilla, Edwin V; Buntine, Wray Lindsay.

Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011 (NIPS 2011): Volume 1 of 3. ed. / John Shawe-Taylor; Richard Zemel; Peter Bartlett; Fernando Pereira. LaJolla CA USA : Neural Information Processing Systems (NIPS), 2011. p. 1 - 9.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

TY - GEN

T1 - Improving topic coherence with regularized topic models

AU - Newman, David

AU - Bonilla, Edwin V

AU - Buntine, Wray Lindsay

PY - 2011

Y1 - 2011

UR - http://www.ics.uci.edu/~newman/pubs/rtm_nips.pdf

M3 - Conference Paper

SN - 9781618395993

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BT - Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011 (NIPS 2011): Volume 1 of 3

A2 - Shawe-Taylor, John

A2 - Zemel, Richard

A2 - Bartlett, Peter

A2 - Pereira, Fernando

PB - Neural Information Processing Systems (NIPS)

CY - LaJolla CA USA

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Newman D, Bonilla EV, Buntine WL. Improving topic coherence with regularized topic models. In Shawe-Taylor J, Zemel R, Bartlett P, Pereira F, editors, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011 (NIPS 2011): Volume 1 of 3. LaJolla CA USA: Neural Information Processing Systems (NIPS). 2011. p. 1 - 9