MUM at ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Using Supervised Learning Approaches

no code implementations • ICON 2021 • Asha Hegde, Mudoor Devadas Anusha, Sharal Coelho, Hosahalli Lakshmaiah Shashirekha

Due to the rapid rise of social networks and micro-blogging websites, communication between people from different religion, caste, creed, cultural and psychological backgrounds has become more direct leading to the increase in cyber conflicts between people.

Language Identification

MUCIC at ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Using N-grams and Multilingual Sentence Encoders

no code implementations • ICON 2021 • Fazlourrahman Balouchzahi, Oxana Vitman, Hosahalli Lakshmaiah Shashirekha, Grigori Sidorov, Alexander Gelbukh

These approaches obtained the highest performance in the shared task for Meitei, Bangla, and Multilingual texts with instance-F1 scores of 0. 350, 0. 412, and 0. 380 respectively using Pre-aggregation of labels.

Language Identification Multi Label Text Classification +2

Corpus Creation for Sentiment Analysis in Code-Mixed Tulu Text

no code implementations • SIGUL (LREC) 2022 • Asha Hegde, Mudoor Devadas Anusha, Sharal Coelho, Hosahalli Lakshmaiah Shashirekha, Bharathi Raja Chakravarthi

The lack of annotated code-mixed data for SA in a low-resource language like Tulu makes the SA a challenging task.

Decision Making Sentiment Analysis