Predicting overt display of power in written dialogs

Vinodkumar Prabhakaran; Owen Rambow; Mona Diab

Predicting overt display of power in written dialogs

Vinodkumar Prabhakaran
, Owen Rambow
, Mona Diab

Linguistics

Stony Brook University

Columbia University

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

42 Scopus citations

Abstract

We analyze overt displays of power (ODPs) in written dialogs. We present an email corpus with utterances annotated for ODP and present a supervised learning system to predict it. We obtain a best cross validation F-measure of 65.8 using gold dialog act features and 55.6 without using them.

Original language	English
Title of host publication	Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics
Subtitle of host publication	Human Language Technologies
Publisher	Association for Computational Linguistics (ACL)
Pages	518-522
Number of pages	5
ISBN (Electronic)	1937284204, 9781937284206
State	Published - 2012
Event	2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2012 - Montreal, Canada Duration: Jun 3 2012 → Jun 8 2012

Publication series

Name	NAACL HLT 2012 - 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference

Conference

Conference	2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2012
Country/Territory	Canada
City	Montreal
Period	06/3/12 → 06/8/12

Cite this

Prabhakaran, V., Rambow, O., & Diab, M. (2012). Predicting overt display of power in written dialogs. In Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (pp. 518-522). (NAACL HLT 2012 - 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference). Association for Computational Linguistics (ACL).

Prabhakaran, Vinodkumar ; Rambow, Owen ; Diab, Mona. / Predicting overt display of power in written dialogs. Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics (ACL), 2012. pp. 518-522 (NAACL HLT 2012 - 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

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title = "Predicting overt display of power in written dialogs",

abstract = "We analyze overt displays of power (ODPs) in written dialogs. We present an email corpus with utterances annotated for ODP and present a supervised learning system to predict it. We obtain a best cross validation F-measure of 65.8 using gold dialog act features and 55.6 without using them.",

author = "Vinodkumar Prabhakaran and Owen Rambow and Mona Diab",

note = "Publisher Copyright: {\textcopyright} 2012 Association for Computational Linguistics.; 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2012 ; Conference date: 03-06-2012 Through 08-06-2012",

year = "2012",

language = "English",

series = "NAACL HLT 2012 - 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference",

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Prabhakaran, V, Rambow, O & Diab, M 2012, Predicting overt display of power in written dialogs. in Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. NAACL HLT 2012 - 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, Association for Computational Linguistics (ACL), pp. 518-522, 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2012, Montreal, Canada, 06/3/12.

Predicting overt display of power in written dialogs. / Prabhakaran, Vinodkumar; Rambow, Owen; Diab, Mona.
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics (ACL), 2012. p. 518-522 (NAACL HLT 2012 - 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

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

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AU - Rambow, Owen

AU - Diab, Mona

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AB - We analyze overt displays of power (ODPs) in written dialogs. We present an email corpus with utterances annotated for ODP and present a supervised learning system to predict it. We obtain a best cross validation F-measure of 65.8 using gold dialog act features and 55.6 without using them.

UR - https://www.scopus.com/pages/publications/84884966293

M3 - Conference contribution

T3 - NAACL HLT 2012 - 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference

SP - 518

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BT - Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics

PB - Association for Computational Linguistics (ACL)

T2 - 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2012

Y2 - 3 June 2012 through 8 June 2012

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Prabhakaran V, Rambow O, Diab M. Predicting overt display of power in written dialogs. In Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics (ACL). 2012. p. 518-522. (NAACL HLT 2012 - 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

Predicting overt display of power in written dialogs

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