text_embedding

Text embedding toolkit

A utility class for generating and evaluating document representations using word embeddings.

utility class for building/evaluating document representations

GitHub

54 stars
7 watching
5 forks
Language: Python
last commit: over 4 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
nlprinceton/alacarte Tools and code for inducing custom semantic vector representations from text data 104
juliatext/embeddings.jl Provides access to pre-trained word embeddings for NLP tasks. 81
jwieting/para-nmt-50m A collection of pre-trained models and code for training paraphrastic sentence embeddings from large machine translation datasets. 102
davidnemeskey/embert Provides pre-trained transformer-based models and tools for natural language processing tasks 2
binwang28/sbert-wk-sentence-embedding A method to generate sentence embeddings from pre-trained language models 177
rguthrie3/morphologicalpriorsforwordembeddings A project implementing a method to incorporate morphological information into word embeddings using a neural network model 52
commonsense/conceptnet-numberbatch A pre-trained word embedding model informed by a large-scale knowledge graph, providing a nuanced representation of word meanings. 1,295
vzhong/embeddings Provides fast and efficient word embeddings for natural language processing. 223
kudkudak/word-embeddings-benchmarks Provides methods for evaluating word embeddings on various benchmarks 437
nicolasgraph/oui_embed A plugin for Textpattern CMS to embed content from any web page using various protocols and APIs. 2
neulab/word-embeddings-for-nmt An open source project that provides pre-trained word embeddings and a dataset for evaluating their usefulness in neural machine translation. 121
jwieting/acl2017 A codebase for training and using models of sentence embeddings. 33
mnqu/pte An implementation of the Predictive Text Embedding model for learning word representations from large-scale heterogeneous text networks. 96
plasticityai/magnitude A fast and efficient utility package for utilizing vector embeddings in machine learning models 1,627
malllabiisc/wordgcn A deep learning model that generates word embeddings by predicting words based on their dependency context 290