no code implementations • SemEval (NAACL) 2022 • Shankar Mahadevan, Sean Benhur, Roshan Nayak, Malliga Subramanian, Kogilavani Shanmugavadivel, Kanchana Sivanraju, Bharathi Raja Chakravarthi
Social media is an idea created to make theworld smaller and more connected.
1 code implementation • COLING (WNUT) 2022 • Ramaneswaran S, Sean Benhur, Sreyan Ghosh
Sentiment classification is a fundamental NLP task of detecting the sentiment polarity of a given text.
no code implementations • DravidianLangTech (ACL) 2022 • Vasanth Palanikumar, Sean Benhur, Adeep Hande, Bharathi Raja Chakravarthi
With the rise of social media and internet, thereis a necessity to provide an inclusive space andprevent the abusive topics against any gender, race or community.
no code implementations • DravidianLangTech (ACL) 2022 • Anbukkarasi Sampath, Thenmozhi Durairaj, Bharathi Raja Chakravarthi, Ruba Priyadharshini, Subalalitha Cn, Kogilavani Shanmugavadivel, Sajeetha Thavareesan, Sathiyaraj Thangasamy, Parameswari Krishnamurthy, Adeep Hande, Sean Benhur, Kishore Ponnusamy, Santhiya Pandiyan
This paper presents the dataset used in the shared task, task description, and the methodology used by the participants and the evaluation results of the submission.
1 code implementation • ICON 2021 • Sean Benhur, Roshan Nayak, Kanchana Sivanraju, Adeep Hande, Cn Subalalitha, Ruba Priyadharshini, Bharathi Raja Chakravarthi
Due to the exponential increasing reach of social media, it is essential to focus on its negative aspects as it can potentially divide society and incite people into violence.
no code implementations • 9 Feb 2022 • Charangan Vasantharajan, Sean Benhur, Prasanna Kumar Kumarasen, Rahul Ponnusamy, Sathiyaraj Thangasamy, Ruba Priyadharshini, Thenmozhi Durairaj, Kanchana Sivanraju, Anbukkarasi Sampath, Bharathi Raja Chakravarthi, John Phillip McCrae
Our MURIL-base model has achieved a 0. 60 macro average F1-score across our 3-class group dataset.
1 code implementation • 31 Dec 2021 • Sean Benhur, Roshan Nayak, Kanchana Sivanraju, Adeep Hande, Subalalitha Chinnaudayar Navaneethakrishnan, Ruba Priyadharshini, Bharathi Raja Chakravarthi
Due to the exponentially increasing reach of social media, it is essential to focus on its negative aspects as it can potentially divide society and incite people into violence.
1 code implementation • 6 Oct 2021 • Sean Benhur, Kanchana Sivanraju
Our approach utilizes pooling the last layers of pretrained transformer multilingual BERT for this task which helped us achieve rank nine on the leaderboard with a weighted average score of 0. 61 for the Tamil-English dataset in subtask B.