Home

Awesome

awesome-embedding-modelsAwesome

A curated list of awesome embedding models tutorials, projects and communities. Please feel free to pull requests to add links.

Table of Contents

<!--* **[Articles](#articles)**-->

Papers

Word Embeddings

Word2vec, GloVe, FastText

Language Model

Embedding Enhancement

Comparing count-based vs predict-based method

Evaluation, Analysis

Phrase, Sentence and Document Embeddings

Sentence

Document

Sense Embeddings

Neural Language Models

Researchers

Courses and Lectures

Datasets

Training

Evaluation

Pre-Trained Language Models

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.

Pre-Trained Word Vectors

Convenient downloader for pre-trained word vectors:

Links for pre-trained word vectors:

<!-- ## Articles -->

Implementations and Tools

Word2vec

GloVe