CoRoSeOf - An Annotated Corpus of Romanian Sexist and Offensive Tweets
Diana Constantina Hoefels, Çağrı Çöltekin, Irina Diana Mădroane
Abstract
This paper introduces CoRoSeOf, a large corpus of Romanian social media manually annotated for sexist and offensive language. We describe the annotation process of the corpus, provide initial analyses, and baseline classification results for sexism detection on this data set. The resulting corpus contains 39 245 tweets, annotated by multiple annotators (with an agreement rate of Fleiss’κ= 0.45), following the sexist label set of a recent study. The automatic sexism detection yields scores similar to some of the earlier studies (macro averaged F1 score of 83.07% on binary classification task). We release the corpus with a permissive license.- Anthology ID:
- 2022.lrec-1.243
- Volume:
- Proceedings of the Thirteenth Language Resources and Evaluation Conference
- Month:
- June
- Year:
- 2022
- Address:
- Marseille, France
- Venue:
- LREC
- SIG:
- Publisher:
- European Language Resources Association
- Note:
- Pages:
- 2269–2281
- Language:
- URL:
- https://aclanthology.org/2022.lrec-1.243
- DOI:
- Cite (ACL):
- Diana Constantina Hoefels, Çağrı Çöltekin, and Irina Diana Mădroane. 2022. CoRoSeOf - An Annotated Corpus of Romanian Sexist and Offensive Tweets. In Proceedings of the Thirteenth Language Resources and Evaluation Conference, pages 2269–2281, Marseille, France. European Language Resources Association.
- Cite (Informal):
- CoRoSeOf - An Annotated Corpus of Romanian Sexist and Offensive Tweets (Hoefels et al., LREC 2022)
- PDF:
- https://preview.aclanthology.org/auto-file-uploads/2022.lrec-1.243.pdf
- Code
- dianahoefels/coroseof