Fast_Sentence_Embeddings

Sentence embedder

A Python library for efficiently computing sentence embeddings from large datasets

Compute Sentence Embeddings Fast!

GitHub

618 stars
12 watching
83 forks
Language: Jupyter Notebook
last commit: over 3 years ago
Linked from 1 awesome list

cythondocument-similarityembeddingsfasttextfsegensimgensim-modelmaxpoolingsentence-embeddingssentence-representationsentence-similaritysifswemusifword2vec-modelwordembedding

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
iarroyof/sentence_embeddingA method to convert word embeddings into sentence representations by applying entropy weights calculated from TFIDF transform.9
princetonml/sifA Python implementation of a sentence embedding algorithm using the Smooth Inverse Frequency weighting scheme1,084
binwang28/sbert-wk-sentence-embeddingA method to generate sentence embeddings from pre-trained language models178
fursovia/geometric_embeddingAn implementation of a non-parameterized approach for building sentence representations19
wangyuxinwhy/uniemDevelops unified sentence embedding models for NLP tasks840
kostyaev/sentence2vecThis is a tool for creating deep sentence embeddings using Sequence-to-Sequence learning.22
lajanugen/s2vAn implementation of a neural network model for learning efficient sentence representations from text data.205
jwieting/iclr2016Code for training universal paraphrastic sentence embeddings and models on semantic similarity tasks193
xiaoqijiao/coling2018Provides training and testing code for a CNN-based sentence embedding model2
epfml/sent2vecAn unsupervised technique to generate numerical representations of sentences and words for use in machine learning tasks1,194
vzhong/embeddingsProvides fast and efficient word embeddings for natural language processing.223
botcenter/spanishwordembeddingsThis project generates Spanish word embeddings using fastText on large corpora.9
jwieting/acl2017A codebase for training and using models of sentence embeddings.33
losyer/compact_reconstructionThis project enables efficient reconstruction of word embeddings by leveraging subword representations.9
seomoz/word2gaussThis implementation provides a way to represent words as multivariate Gaussian distributions, allowing scalable word embeddings.190