Software Metadata Classification based on Generative Artificial Intelligence

no code implementations • 14 Oct 2023 • Seetharam Killivalavan, Durairaj Thenmozhi

This paper presents a novel approach to enhance the performance of binary code comment quality classification models through the application of Generative Artificial Intelligence (AI).

Classification Language Modelling +1

Findings of the Sentiment Analysis of Dravidian Languages in Code-Mixed Text

no code implementations • 18 Nov 2021 • Bharathi Raja Chakravarthi, Ruba Priyadharshini, Sajeetha Thavareesan, Dhivya Chinnappa, Durairaj Thenmozhi, Elizabeth Sherly, John P. McCrae, Adeep Hande, Rahul Ponnusamy, Shubhanker Banerjee, Charangan Vasantharajan

We received 22 systems for Tamil-English, 15 systems for Malayalam-English, and 15 for Kannada-English.

Sentiment Analysis

Dataset for Identification of Homophobia and Transophobia in Multilingual YouTube Comments

no code implementations • 1 Sep 2021 • Bharathi Raja Chakravarthi, Ruba Priyadharshini, Rahul Ponnusamy, Prasanna Kumar Kumaresan, Kayalvizhi Sampath, Durairaj Thenmozhi, Sathiyaraj Thangasamy, Rajendran Nallathambi, John Phillip McCrae

We provide a new hierarchical taxonomy for online homophobia and transphobia, as well as an expert-labelled dataset that will allow homophobic/transphobic content to be automatically identified.

Offensive Language Identification in Low-resourced Code-mixed Dravidian languages using Pseudo-labeling

1 code implementation • 27 Aug 2021 • Adeep Hande, Karthik Puranik, Konthala Yasaswini, Ruba Priyadharshini, Sajeetha Thavareesan, Anbukkarasi Sampath, Kogilavani Shanmugavadivel, Durairaj Thenmozhi, Bharathi Raja Chakravarthi

We fine-tune several recent pretrained language models on the newly constructed dataset.

Language Identification Marketing