Annotating and Training for Population Subjective Views

Maria Alexeeva; Caroline Campbell Hyland; Keith Alcock; Allegra A. Beal Cohen; Hubert Kanyamahanga; Isaac Kobby Anni; Mihai Surdeanu

Annotating and Training for Population Subjective Views

Maria Alexeeva, Caroline Campbell Hyland, Keith Alcock, Allegra A. Beal Cohen, Hubert Kanyamahanga, Isaac Kobby Anni, Mihai Surdeanu

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

1 Scopus citations

Abstract

In this paper, we present a dataset of subjective views (beliefs and attitudes) held by individuals or groups.¹ We analyze the usefulness of the dataset by training a neural classifier that identifies belief-containing sentences that are relevant for our broader project of interest—scientific modeling of complex systems. We also explore and discuss difficulties related to annotation of subjective views and propose ways of addressing them.

Original language	English (US)
Title of host publication	WASSA 2023 - 13th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop
Editors	Jeremy Barnes, Orphee De Clercq, Roman Klinger
Publisher	Association for Computational Linguistics (ACL)
Pages	416-430
Number of pages	15
ISBN (Electronic)	9781959429876
State	Published - 2023
Event	13th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, WASSA 2023 - Toronto, Canada Duration: Jul 14 2023 → …

Publication series

Name	Proceedings of the Annual Meeting of the Association for Computational Linguistics
ISSN (Print)	0736-587X

Conference

Conference	13th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, WASSA 2023
Country/Territory	Canada
City	Toronto
Period	7/14/23 → …

ASJC Scopus subject areas

Computer Science Applications
Linguistics and Language
Language and Linguistics

Cite this

Alexeeva, M., Hyland, C. C., Alcock, K., Beal Cohen, A. A., Kanyamahanga, H., Anni, I. K., & Surdeanu, M. (2023). Annotating and Training for Population Subjective Views. In J. Barnes, O. De Clercq, & R. Klinger (Eds.), WASSA 2023 - 13th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop (pp. 416-430). (Proceedings of the Annual Meeting of the Association for Computational Linguistics). Association for Computational Linguistics (ACL).

Annotating and Training for Population Subjective Views. / Alexeeva, Maria; Hyland, Caroline Campbell; Alcock, Keith et al.
WASSA 2023 - 13th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop. ed. / Jeremy Barnes; Orphee De Clercq; Roman Klinger. Association for Computational Linguistics (ACL), 2023. p. 416-430 (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

Alexeeva, M, Hyland, CC, Alcock, K, Beal Cohen, AA, Kanyamahanga, H, Anni, IK & Surdeanu, M 2023, Annotating and Training for Population Subjective Views. in J Barnes, O De Clercq & R Klinger (eds), WASSA 2023 - 13th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop. Proceedings of the Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics (ACL), pp. 416-430, 13th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, WASSA 2023, Toronto, Canada, 7/14/23.

Alexeeva M, Hyland CC, Alcock K, Beal Cohen AA, Kanyamahanga H, Anni IK et al. Annotating and Training for Population Subjective Views. In Barnes J, De Clercq O, Klinger R, editors, WASSA 2023 - 13th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop. Association for Computational Linguistics (ACL). 2023. p. 416-430. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

Alexeeva, Maria ; Hyland, Caroline Campbell ; Alcock, Keith et al. / Annotating and Training for Population Subjective Views. WASSA 2023 - 13th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop. editor / Jeremy Barnes ; Orphee De Clercq ; Roman Klinger. Association for Computational Linguistics (ACL), 2023. pp. 416-430 (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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Annotating and Training for Population Subjective Views

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