Search Results for author: Neeraja Kirtane

Found 4 papers, 0 papers with code

Efficient Gender Debiasing of Pre-trained Indic Language Models

no code implementations8 Sep 2022 Neeraja Kirtane, V Manushree, Aditya Kane

Our major contributions in this paper are the construction of a novel corpus to evaluate occupational gender bias in Hindi, quantify this existing bias in these systems using a well-defined metric, and mitigate it by efficiently fine-tuning our model.

Bias Detection Cultural Vocal Bursts Intensity Prediction +1

Mitigating Gender Stereotypes in Hindi and Marathi

no code implementations NAACL (GeBNLP) 2022 Neeraja Kirtane, Tanvi Anand

While research is being done in English to quantify and mitigate bias, debiasing methods in Indic Languages are either relatively nascent or absent for some Indic languages altogether.

Machine Translation

Transformer based ensemble for emotion detection

no code implementations WASSA (ACL) 2022 Aditya Kane, Shantanu Patankar, Sahil Khose, Neeraja Kirtane

Detecting emotions in languages is important to accomplish a complete interaction between humans and machines.

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