tm4roon / use-cases-of-bert

Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).

Use-cases of Hugging Face's BERT

This notebook show use-cases of BERT using pytorch-transformers.

• Unsupervised Lexical Simplification
• Conditional BERT Contextual Augmentation
• Unsupervised Extractive Summarization

References

• https://github.com/huggingface/pytorch-transformers
• A Simple BERT-Based Approach for Lexical Simplification
• Conditional BERT Contextual Augmentation
• Simple Unsupervised Keyphrase Extraction using Sentence Embeddings