Findings of the Shared Task on Multi-task Learning in Dravidian Languages

no code implementations • DravidianLangTech (ACL) 2022 • Bharathi Raja Chakravarthi, Ruba Priyadharshini, Subalalitha Cn, Sangeetha S, Malliga Subramanian, Kogilavani Shanmugavadivel, Parameswari Krishnamurthy, Adeep Hande, Siddhanth U Hegde, Roshan Nayak, Swetha Valli

It is one of the first shared tasks that focuses on Multi-task Learning for closely related tasks, especially for a very low-resourced language family such as the Dravidian language family.

Language Identification Multi-Task Learning

Findings of the Shared Task on Offensive Span Identification fromCode-Mixed Tamil-English Comments

no code implementations • DravidianLangTech (ACL) 2022 • Manikandan Ravikiran, Bharathi Raja Chakravarthi, Anand Kumar Madasamy, Sangeetha S, Ratnavel Rajalakshmi, Sajeetha Thavareesan, Rahul Ponnusamy, Shankar Mahadevan

Offensive content moderation is vital in social media platforms to support healthy online discussions.

The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada

no code implementations • LTEDI (ACL) 2022 • Adeep Hande, Siddhanth U Hegde, Sangeetha S, Ruba Priyadharshini, Bharathi Raja Chakravarthi

In recent years, various methods have been developed to control the spread of negativity by removing profane, aggressive, and offensive comments from social media platforms.

Cross-Lingual Transfer Hope Speech Detection +1