Beyond LDA: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter

Philip Resnik, William Armstrong, Leonardo Claudino, Thang Nguyen, Viet-An Nguyen, Jordan Boyd-Graber


Anthology ID:
W15-1212
Volume:
Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality
Month:
June 5
Year:
2015
Address:
Denver, Colorado
Venue:
CLPsych
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
99–107
Language:
URL:
https://aclanthology.org/W15-1212
DOI:
10.3115/v1/W15-1212
Bibkey:
Cite (ACL):
Philip Resnik, William Armstrong, Leonardo Claudino, Thang Nguyen, Viet-An Nguyen, and Jordan Boyd-Graber. 2015. Beyond LDA: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter. In Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, pages 99–107, Denver, Colorado. Association for Computational Linguistics.
Cite (Informal):
Beyond LDA: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter (Resnik et al., CLPsych 2015)
Copy Citation:
PDF:
https://aclanthology.org/W15-1212.pdf