embeddings

Embeddings

Provides fast and efficient word embeddings for natural language processing.

Fast, DB Backed pretrained word embeddings for natural language processing.

GitHub

223 stars
4 watching
31 forks
Language: Python
last commit: almost 3 years ago
Linked from 1 awesome list

deep-learningneural-networknlp

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
zhezhaoa/ngram2vecA toolkit for learning high-quality word and text representations from ngram co-occurrence statistics848
bheinzerling/bpembA collection of pre-trained subword embeddings in 275 languages, useful for natural language processing tasks.1,189
wangyuxinwhy/uniemDevelops unified sentence embedding models for NLP tasks840
juliatext/embeddings.jlProvides access to pre-trained word embeddings for NLP tasks.81
zhangxiann/skip-gramA Python implementation of a neural network model for learning word embeddings from text data6
fursovia/geometric_embeddingAn implementation of a non-parameterized approach for building sentence representations19
malllabiisc/wordgcnA deep learning model that generates word embeddings by predicting words based on their dependency context291
rguthrie3/morphologicalpriorsforwordembeddingsA project implementing a method to incorporate morphological information into word embeddings using a neural network model52
jwieting/paragram-wordTrains word embeddings from a paraphrase database to represent semantic relationships between words.30
botcenter/spanishwordembeddingsThis project generates Spanish word embeddings using fastText on large corpora.9
hit-scir/elmoformanylangsProvides pre-trained ELMo representations for multiple languages to improve NLP tasks.1,462
nlprinceton/text_embeddingA utility class for generating and evaluating document representations using word embeddings.54
kudkudak/word-embeddings-benchmarksProvides methods for evaluating word embeddings on various benchmarks437
oborchers/fast_sentence_embeddingsA Python library for efficiently computing sentence embeddings from large datasets618
plasticityai/magnitudeA fast and efficient utility package for utilizing vector embeddings in machine learning models1,635