no code implementations • ICON 2020 • Fazlourrahman Balouchzahi, M D Anusha, H L Shashirekha
The increase in domain specific text processing applications are demanding tools and techniques for domain specific Text Classification (TC) which may be helpful in many downstream applications like Machine Translation, Summarization, Question Answering etc.
no code implementations • EACL (DravidianLangTech) 2021 • Fazlourrahman Balouchzahi, Aparna B K, H L Shashirekha
This paper describes the models submitted by the team MUCS for Offensive Language Identification in Dravidian Languages-EACL 2021 shared task that aims at identifying and classifying code-mixed texts of three language pairs namely, Kannada-English (Kn-En), Malayalam-English (Ma-En), and Tamil-English (Ta-En) into six predefined categories (5 categories in Ma-En language pair).
no code implementations • EACL (DravidianLangTech) 2021 • Fazlourrahman Balouchzahi, H L Shashirekha
Sentiments/opinions/reviews’ of users posted on social media are the valuable information that have motivated researchers to analyze them to get better insight and feedbacks about any product such as a video in Instagram, a movie in Netflix, or even new brand car introduced by BMW.
no code implementations • EACL (LTEDI) 2021 • Fazlourrahman Balouchzahi, Aparna B K, H L Shashirekha
Three models namely, CoHope-ML, CoHope-NN, and CoHope-TL based on Ensemble of classifiers, Keras Neural Network (NN) and BiLSTM with Conv1d model respectively are proposed for the shared task.