DLRG@DravidianLangTech-EACL2021: Transformer based approachfor Offensive Language Identification on Code-Mixed Tamil

no code implementations • EACL (DravidianLangTech) 2021 • Ratnavel Rajalakshmi, Yashwant Reddy, Lokesh Kumar

In this paper, the transformer based language model is applied to analyse the sentiment on Tanglish tweets, which is a combination of Tamil and English.

Language Identification Language Modelling +1

DLRG@LT-EDI-ACL2022:Detecting signs of Depression from Social Media using XGBoost Method

no code implementations • LTEDI (ACL) 2022 • Herbert Sharen, Ratnavel Rajalakshmi

Depression is linked to the development of dementia. Cognitive functions such as thinkingand remembering generally deteriorate in dementiapatients.

DLRG@DravidianLangTech-ACL2022: Abusive Comment Detection in Tamil using Multilingual Transformer Models

no code implementations • DravidianLangTech (ACL) 2022 • Ratnavel Rajalakshmi, Ankita Duraphe, Antonette Shibani

Online Social Network has let people to connect and interact with each other.

Word Embeddings

DLRG@TamilNLP-ACL2022: Offensive Span Identification in Tamil usingBiLSTM-CRF approach

no code implementations • DravidianLangTech (ACL) 2022 • Ratnavel Rajalakshmi, Mohit More, Bhamatipati Shrikriti, Gitansh Saharan, Hanchate Samyuktha, Sayantan Nandy

Identifying offensive speech is an exciting andessential area of research, with ample tractionin recent times.

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.

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

no code implementations • 12 May 2022 • Manikandan Ravikiran, Bharathi Raja Chakravarthi, Anand Kumar Madasamy, Sangeetha Sivanesan, Ratnavel Rajalakshmi, Sajeetha Thavareesan, Rahul Ponnusamy, Shankar Mahadevan. /

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