Semantics of Spatio-Directional Geometric Terms of Indian Languages

no code implementations • ICON 2021 • Sukhada Sukhada, Paul Soma, Rahul Kumar, Karthik Puranik

These terms are andara (inside), b ̄ahara (outside), ̄age (in front of), s ̄amane (in front of), p ̄ıche (back), ̄upara (above/over), n ̄ıce (under/below), d ̄ayem.

Machine Translation

IIITT@DravidianLangTech-EACL2021: Transfer Learning for Offensive Language Detection in Dravidian Languages

1 code implementation • EACL (DravidianLangTech) 2021 • Konthala Yasaswini, Karthik Puranik, Adeep Hande, Ruba Priyadharshini, Sajeetha Thavareesan, Bharathi Raja Chakravarthi

This paper demonstrates our work for the shared task on Offensive Language Identification in Dravidian Languages-EACL 2021.

Language Identification Transfer Learning

Pegasus@Dravidian-CodeMix-HASOC2021: Analyzing Social Media Content for Detection of Offensive Text

no code implementations • 18 Nov 2021 • Pawan Kalyan Jada, Konthala Yasaswini, Karthik Puranik, Anbukkarasi Sampath, Sathiyaraj Thangasamy, Kingston Pal Thamburaj

To tackle the conundrum of detecting offensive comments/posts which are considerably informal, unstructured, miswritten and code-mixed, we introduce two inventive methods in this research paper.

IIITT@Dravidian-CodeMix-FIRE2021: Transliterate or translate? Sentiment analysis of code-mixed text in Dravidian languages

1 code implementation • 15 Nov 2021 • Karthik Puranik, Bharathi B, Senthil Kumar B

This research paper bestows a tiny contribution to this research in the form of sentiment analysis of code-mixed social media comments in the popular Dravidian languages Kannada, Tamil and Malayalam.

Marketing Sentiment Analysis +1

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

Attentive fine-tuning of Transformers for Translation of low-resourced languages @LoResMT 2021

1 code implementation • MTSummit 2021 • Karthik Puranik, Adeep Hande, Ruba Priyadharshini, Thenmozhi Durairaj, Anbukkarasi Sampath, Kingston Pal Thamburaj, Bharathi Raja Chakravarthi

This paper reports the Machine Translation (MT) systems submitted by the IIITT team for the English->Marathi and English->Irish language pairs LoResMT 2021 shared task.

Machine Translation NMT +1

IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always Hope in Transformers

1 code implementation • 19 Apr 2021 • Karthik Puranik, Adeep Hande, Ruba Priyadharshini, Sajeetha Thavareesan, Bharathi Raja Chakravarthi

In a world filled with serious challenges like climate change, religious and political conflicts, global pandemics, terrorism, and racial discrimination, an internet full of hate speech, abusive and offensive content is the last thing we desire for.

Hope Speech Detection