Search Results for author: Sourabrata Mukherjee

Found 2 papers, 1 papers with code

Text Detoxification as Style Transfer in English and Hindi

no code implementations12 Feb 2024 Sourabrata Mukherjee, Akanksha Bansal, Atul Kr. Ojha, John P. McCrae, Ondřej Dušek

This task contributes to safer and more respectful online communication and can be considered a Text Style Transfer (TST) task, where the text style changes while its content is preserved.

Multi-Task Learning Sentence +2

Balancing the Style-Content Trade-Off in Sentiment Transfer Using Polarity-Aware Denoising

1 code implementation22 Dec 2023 Sourabrata Mukherjee, Zdeněk Kasner, Ondřej Dušek

Text sentiment transfer aims to flip the sentiment polarity of a sentence (positive to negative or vice versa) while preserving its sentiment-independent content.

Denoising Representation Learning +2

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