Search Results for author: Suvodip Dey

Found 5 papers, 4 papers with code

On Text Style Transfer via Style Masked Language Models

no code implementations12 Oct 2022 Sharan Narasimhan, Pooja Shekar, Suvodip Dey, Maunendra Sankar Desarkar

Text Style Transfer (TST) is performable through approaches such as latent space disentanglement, cycle-consistency losses, prototype editing etc.

Disentanglement Language Modelling +3

DialoGen: Generalized Long-Range Context Representation for Dialogue Systems

1 code implementation12 Oct 2022 Suvodip Dey, Maunendra Sankar Desarkar, Asif Ekbal, P. K. Srijith

In this work, we propose DialoGen, a novel encoder-decoder based framework for dialogue generation with a generalized context representation that can look beyond the last-$k$ utterances.

Conversational Response Generation Dialogue Generation +2

Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer

1 code implementation NAACL 2022 Sharan Narasimhan, Suvodip Dey, Maunendra Sankar Desarkar

We empirically show that this (a) produces a better organised latent space that clusters stylistically similar sentences together, (b) performs best on a diverse set of text style transfer tasks than similar denoising-inspired baselines, and (c) is capable of fine-grained control of Style Transfer strength.

Denoising Sentence +3

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