Improving topic coherence with regularized topic models

David Newman; Edwin V Bonilla; Wray Lindsay Buntine

Improving topic coherence with regularized topic models

David Newman, Edwin V Bonilla, Wray Lindsay Buntine

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

Original language	English
Title of host publication	Advances in Neural Information Processing Systems 24: 24th Annual Conference on Neural Information Processing Systems 2011 (NIPS 2011): Volume 1 of 3
Editors	John Shawe-Taylor, Richard Zemel, Peter Bartlett, Fernando Pereira
Place of Publication	LaJolla CA USA
Publisher	Neural Information Processing Systems (NIPS)
Pages	1 - 9
Number of pages	9
ISBN (Print)	9781618395993
Publication status	Published - 2011
Externally published	Yes
Event	Advances in Neural Information Processing Systems 2011 - Granada Congress and Exhibition Centre, Granada, Spain Duration: 12 Dec 2011 → 17 Dec 2011 Conference number: 24th https://dl.acm.org/doi/proceedings/10.5555/2986459 (Proceedings)

Conference

Conference	Advances in Neural Information Processing Systems 2011
Abbreviated title	NIPS 2011
Country	Spain
City	Granada
Period	12/12/11 → 17/12/11
Internet address	https://dl.acm.org/doi/proceedings/10.5555/2986459 (Proceedings)

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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: 24th Annual Conference on Neural Information Processing Systems 2011 (NIPS 2011): Volume 1 of 3 (pp. 1 - 9). 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: 24th 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: 24th Annual Conference on Neural Information Processing Systems 2011 (NIPS 2011): Volume 1 of 3",

publisher = "Neural Information Processing Systems (NIPS)",

note = "Advances in Neural Information Processing Systems 2011, NIPS 2011 ; Conference date: 12-12-2011 Through 17-12-2011",

url = "https://dl.acm.org/doi/proceedings/10.5555/2986459",

}

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: 24th 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: 24th 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 proceeding › Conference Paper › Research › peer-review

TY - GEN

T1 - Improving topic coherence with regularized topic models

AU - Newman, David

AU - Bonilla, Edwin V

AU - Buntine, Wray Lindsay

N1 - Conference code: 24th

PY - 2011

Y1 - 2011

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

M3 - Conference Paper

SN - 9781618395993

SP - 1

EP - 9

BT - Advances in Neural Information Processing Systems 24: 24th 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

T2 - Advances in Neural Information Processing Systems 2011

Y2 - 12 December 2011 through 17 December 2011

ER -

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: 24th 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