Search Results for author: Nishtha Jain

Found 3 papers, 2 papers with code

Leveraging Pre-trained Language Models for Gender Debiasing

no code implementations LREC 2022 Nishtha Jain, Declan Groves, Lucia Specia, Maja Popović

This work explores a light-weight method to generate gender variants for a given text using pre-trained language models as the resource, without any task-specific labelled data.

Text Generation

A predictive analytics approach for stroke prediction using machine learning and neural networks

1 code implementation1 Mar 2022 Soumyabrata Dev, Hewei Wang, Chidozie Shamrock Nwosu, Nishtha Jain, Bharadwaj Veeravalli, Deepu John

Therefore, it is vital to study the interdependency of these risk factors in patients' health records and understand their relative contribution to stroke prediction.

Benchmarking BIG-bench Machine Learning +2

Generating Gender Augmented Data for NLP

1 code implementation ACL (GeBNLP) 2021 Nishtha Jain, Maja Popovic, Declan Groves, Eva Vanmassenhove

The method can be applied both for creating gender balanced outputs as well as for creating gender balanced training data.

Machine Translation NMT +2

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