IIITK@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion in Tamil , Malayalam and English
Nikhil Ghanghor, Rahul Ponnusamy, Prasanna Kumar Kumaresan, Ruba Priyadharshini, Sajeetha Thavareesan, Bharathi Raja Chakravarthi
202134 citations
Abstract
This paper describes the IIITK’s team submissions to the hope speech detection for equality, diversity and inclusion in Dravidian languages shared task organized by LT-EDI 2021 workshop@EACL 2021. Our best configurations for the shared tasks achieve weighted F1 scores of 0.60 for Tamil, 0.83 for Malayalam, and 0.93 for English. We have secured ranks of 4, 3, 2 in Tamil, Malayalam and English respectively.
Topics & Concepts
MalayalamTamilInclusion (mineral)Diversity (politics)LinguisticsComputer scienceNatural language processingSpeech recognitionArtificial intelligencePsychologyPolitical scienceSocial psychologyPhilosophyLawHate Speech and Cyberbullying DetectionMultimodal Machine Learning ApplicationsTopic Modeling