SIF

iarroyof/sentence_embedding9

Sentence Embedder

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

oborchers/fast_sentence_embeddings618

Sentence embedder

A Python library for efficiently computing sentence embeddings from large datasets

binwang28/sbert-wk-sentence-embedding178

Sentence embedder

A method to generate sentence embeddings from pre-trained language models

lajanugen/s2v205

Sentence Embedder

An implementation of a neural network model for learning efficient sentence representations from text data.

fursovia/geometric_embedding19

Sentence embedder

An implementation of a non-parameterized approach for building sentence representations

dfki-interactive-machine-learning/arasif5

Arabic embedder

Provides sentence embeddings for Arabic languages using pre-trained word embeddings and Smooth Inverse Frequency algorithm

xiaoqijiao/coling20182

Sentence Embedder

Provides training and testing code for a CNN-based sentence embedding model

wangyuxinwhy/uniem840

NLP embedders

Develops unified sentence embedding models for NLP tasks

jwieting/acl201733

Sentence embedding models

A codebase for training and using models of sentence embeddings.

jwieting/iclr2016193

Embedding models

Code for training universal paraphrastic sentence embeddings and models on semantic similarity tasks

largelymfs/topical_word_embeddings314

Word Embedder

A Python implementation of a topical word embedding technique used in natural language processing and information retrieval.

epfml/sent2vec1.2K

Sentence embedder

An unsupervised technique to generate numerical representations of sentences and words for use in machine learning tasks

fh295/sentencerepresentation124

Sentence Encoder

A software framework for learning sentence representations using unsupervised machine learning algorithms

voidism/diffcse292

Sentence embedder

An unsupervised contrastive learning framework for learning sentence embeddings sensitive to differences between original and edited sentences.

bohanli/bert-flow530

Sentence embedding generator

An implementation of a method to generate sentence embeddings from pre-trained language models using TensorFlow.