Psycholinguistic features for deceptive role detection in werewolf

Codruta Girlea; Roxana Girju; Eyal Amir

doi:10.18653/v1/n16-1047

Psycholinguistic features for deceptive role detection in werewolf

Codruta Girlea, Roxana Girju, Eyal Amir

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

Abstract

We tackle the problem of identifying deceptive agents in highly-motivated high-conflict dialogues. We consider the case where we only have textual information. We show the usefulness of psycho-linguistic deception and persuasion features on a small dataset for the game of Werewolf. We analyse the role of syntax and we identify some characteristics of players in deceptive roles.

Original language	English (US)
Title of host publication	Proceedings of 2016 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	417-422
Number of pages	6
ISBN (Electronic)	9781941643914
DOIs	https://doi.org/10.18653/v1/n16-1047
State	Published - 2016
Event	15th Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - San Diego, United States Duration: Jun 12 2016 → Jun 17 2016

Publication series

Name	2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference

Other

Other	15th Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016
Country/Territory	United States
City	San Diego
Period	6/12/16 → 6/17/16

ASJC Scopus subject areas

Computer Science Applications
Linguistics and Language
Language and Linguistics

Online availability

10.18653/v1/n16-1047

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Girlea, C., Girju, R., & Amir, E. (2016). Psycholinguistic features for deceptive role detection in werewolf. In Proceedings of 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (pp. 417-422). (2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/n16-1047

Psycholinguistic features for deceptive role detection in werewolf. / Girlea, Codruta; Girju, Roxana; Amir, Eyal.
Proceedings of 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics (ACL), 2016. p. 417-422 (2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference).

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

Girlea, C, Girju, R & Amir, E 2016, Psycholinguistic features for deceptive role detection in werewolf. in Proceedings of 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference, Association for Computational Linguistics (ACL), pp. 417-422, 15th Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016, San Diego, United States, 6/12/16. https://doi.org/10.18653/v1/n16-1047

Girlea C, Girju R, Amir E. Psycholinguistic features for deceptive role detection in werewolf. In Proceedings of 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics (ACL). 2016. p. 417-422. (2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference). doi: 10.18653/v1/n16-1047

Girlea, Codruta ; Girju, Roxana ; Amir, Eyal. / Psycholinguistic features for deceptive role detection in werewolf. Proceedings of 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics (ACL), 2016. pp. 417-422 (2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference).

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Psycholinguistic features for deceptive role detection in werewolf

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