sentence_embedding

Sentence Embedder

A method to convert word embeddings into sentence representations by applying entropy weights calculated from TFIDF transform.

A sentence embedding method based on weighted series

GitHub

9 stars
4 watching
1 forks
Language: Python
last commit: over 3 years ago
Linked from 1 awesome list

natural-language-processingsemantic-similaritysentence-embeddingssentence-representationsword-embeddings

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
princetonml/sifA Python implementation of a sentence embedding algorithm using the Smooth Inverse Frequency weighting scheme1,084
oborchers/fast_sentence_embeddingsA Python library for efficiently computing sentence embeddings from large datasets618
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
lajanugen/s2vAn implementation of a neural network model for learning efficient sentence representations from text data.205
jwieting/acl2017A codebase for training and using models of sentence embeddings.33
xiaoqijiao/coling2018Provides training and testing code for a CNN-based sentence embedding model2
kostyaev/sentence2vecThis is a tool for creating deep sentence embeddings using Sequence-to-Sequence learning.22
bohanli/bert-flowAn implementation of a method to generate sentence embeddings from pre-trained language models using TensorFlow.530
jwieting/iclr2016Code for training universal paraphrastic sentence embeddings and models on semantic similarity tasks193
voidism/diffcseAn unsupervised contrastive learning framework for learning sentence embeddings sensitive to differences between original and edited sentences.292
dfki-interactive-machine-learning/arasifProvides sentence embeddings for Arabic languages using pre-trained word embeddings and Smooth Inverse Frequency algorithm5
wangyuxinwhy/uniemDevelops unified sentence embedding models for NLP tasks840
epfml/sent2vecAn unsupervised technique to generate numerical representations of sentences and words for use in machine learning tasks1,194
ryankiros/visual-semantic-embeddingA Python implementation of an image-sentence embedding method using LSTM networks.427