Search Results for author: Vinayshekhar Bannihatti Kumar

Found 6 papers, 1 papers with code

Privacy Adhering Machine Un-learning in NLP

no code implementations19 Dec 2022 Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah, Dan Roth

In several real world industry applications that use Machine Learning to build models on user data, such mandates require significant effort both in terms of data cleansing as well as model retraining while ensuring the models do not deteriorate in prediction quality due to removal of data.

Machine Unlearning QQP

Unsupervised Neural Stylistic Text Generation using Transfer learning and Adapters

no code implementations7 Oct 2022 Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah, Dan Roth

Research has shown that personality is a key driver to improve engagement and user experience in conversational systems.

Decoder Response Generation +2

WriterForcing: Generating more interesting story endings

2 code implementations WS 2019 Prakhar Gupta, Vinayshekhar Bannihatti Kumar, Mukul Bhutani, Alan W. black

In this paper, we propose models which generate more diverse and interesting outputs by 1) training models to focus attention on important keyphrases of the story, and 2) promoting generation of non-generic words.

Text Generation

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