awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities.
This page lists names, links and short descriptions. The original list on GitHub is the source and belongs to its authors.
Papers >Phrase, Sentence and Document Embeddings
Papers >Sense Embeddings
Papers >Neural Language Models
Researchers
Courses and Lectures
CS224d: Deep Learning for Natural Language Processing
Deep Learning for Natural Language Processing Stanford University; Natural language processing (NLP) is one of the most important technologies of the information age. Understanding complex language utterances is also a crucial part of artificial intelligence. Applications of NLP are everywhere…
In 3 lists
Udacity Deep Learning
Good intermediate to advanced-level course covering high-level deep learning concepts, I found it helps to get creative once the basics are acquired.
In 2 lists
Datasets >Training
Datasets >Evaluation
Datasets >Pre-Trained Language Models
Datasets >Pre-Trained Word Vectors
In 2 lists
Implementations and Tools >Word2vec
Implementations and Tools >GloVe
Original
Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings
In 2 lists
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