Conditional Language Generation with BERT

Prakhar Mishra

Prakhar Mishra

Bengaluru, Karnataka

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  • 0 Collaborators

Using BERT for doing the task of Conditional Natural Langauge Generation by fine-tuning pre-trained BERT on custom dataset. ...learn more

Project status: Published/In Market

Artificial Intelligence

Groups
DeepLearning, Student Developers for AI

Intel Technologies
DevCloud

Code Samples [1]

Overview / Usage

This is an attempt to see if pre-trained can be conditioned to generation language on some particular topic.

Methodology / Approach

Fine-tuning BERT LM on custom Text. Use the fine-tuned model to generate language with top-k sampling in random hop fashion.

Technologies Used

Pytorch
BERT
Language Model
Language Decoding

Repository

https://github.com/prakhar21/Writing-with-BERT

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