bpemb

vzhong/embeddings223

Embeddings

Provides fast and efficient word embeddings for natural language processing.

botcenter/spanishwordembeddings9

Word Embeddings

This project generates Spanish word embeddings using fastText on large corpora.

rguthrie3/morphologicalpriorsforwordembeddings52

Word embedding model

A project implementing a method to incorporate morphological information into word embeddings using a neural network model

embeddings-benchmark/mteb2K

Text Embedding Benchmark

Provides tools and benchmarks for evaluating text embedding models

hit-scir/elmoformanylangs1.5K

Language embeddings

Provides pre-trained ELMo representations for multiple languages to improve NLP tasks.

binwang28/sbert-wk-sentence-embedding178

Sentence embedder

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

ermlab/polish-word-embeddings-review4

Word embedding evaluator

An evaluation framework for Polish word embeddings prepared by various research groups using analogy tasks.

jwieting/paragram-word30

Word embeddings trainer

Trains word embeddings from a paraphrase database to represent semantic relationships between words.

dsv77/hashembedding42

Hash embedding library

Software component providing efficient word representation using hash embeddings

clhchtcjj/bine227

Bipartite embedding algo

This repository provides an implementation of a bipartite network embedding algorithm for collaborative filtering and link prediction tasks.

dccuchile/spanish-word-embeddings354

Spanish word embeddings

A collection of precomputed word embeddings for the Spanish language, derived from different corpora and computational methods.

harsh19/spine52

Embedding transformer

Transforms existing word embeddings into more interpretable ones by applying a novel extension of k-sparse autoencoder with stricter sparsity constraints

kudkudak/word-embeddings-benchmarks437

Embedding benchmarking tool

Provides methods for evaluating word embeddings on various benchmarks

zhezhaoa/ngram2vec848

Ngram Embedder

A toolkit for learning high-quality word and text representations from ngram co-occurrence statistics

commonsense/conceptnet-numberbatch1.3K

Word embeddings

A pre-trained word embedding model informed by a large-scale knowledge graph, providing a nuanced representation of word meanings.