A curated list of awesome embedding models tutorials, projects and communities.
A curated list of awesome embedding models tutorials, projects and communities. Please feel free to pull requests to add links.
Word2vec, GloVe, FastText
Language Model
Embedding Enhancement
Comparing count-based vs predict-based method
Evaluation, Analysis
Sentence
Document
Below is pre-trained ELMo models. Adding ELMo to existing NLP systems significantly improves the state-of-the-art for every considered task.
Below is pre-trained sent2vec models.
Convenient downloader for pre-trained word vectors:
Links for pre-trained word vectors: