eu-sim

Exploring the similarity of contextual embeddings for similar sentences. Talk slides

This project supports the following languages. If you would like another, make an issue and I will add it :)

English, Spanish, Portuguese, Italian, French, German, Japanese, Chinese and Basque

I'm using Flair which supports these types of embeddings:

Word, Flair, ELMo and BERT

Links to embeddings in the Flair github repo

• Classic word embeddings
• Flair embeddings
• ELMo embeddings (quite limited as of 2020.12)
• BERT embeddings from these Huggingface 🤗 pre-trained models
• Document embeddings to obtain the embedding of the whole document/sentence