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PICT@WAT 2022: Neural Machine Translation Systems for Indic Languages
For the respective translations of English to Malayalam, Bengali, and Hindi, we obtained BLEU scores of 19. 50, 32. 90, and 41. 80 for the challenge subset and 30. 60, 39. 80, and 42. 90 on the benchmark evaluation subset data.
Multilingual Evaluation of Semantic Textual Relatedness
The explosive growth of online content demands robust Natural Language Processing (NLP) techniques that can capture nuanced meanings and cultural context across diverse languages.
Enhancing Low Resource NER Using Assisting Language And Transfer Learning
Named Entity Recognition (NER) is a fundamental task in NLP that is used to locate the key information in text and is primarily applied in conversational and search systems.
Optimize_Prime@DravidianLangTech-ACL2022: Abusive Comment Detection in Tamil
This paper presents the approach used by our team - Optimize_Prime, in the ACL 2022 shared task "Abusive Comment Detection in Tamil."
PICT@DravidianLangTech-ACL2022: Neural Machine Translation On Dravidian Languages
This paper presents a summary of the findings that we obtained based on the shared task on machine translation of Dravidian languages.
Optimize_Prime@DravidianLangTech-ACL2022: Emotion Analysis in Tamil
This paper aims to perform an emotion analysis of social media comments in Tamil.
Analyzing Architectures for Neural Machine Translation Using Low Computational Resources
LSTM performed well in the experiment and took comparatively less time to train than transformers, making it suitable to use in situations having time constraints.
