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word-embeddings x

21 search results found

Improved Word Representation Learning with Sememes

Spherical Text Embedding ⭐ 121

[NeurIPS 2019] Spherical Text Embedding

Postgres Word2vec ⭐ 105

utils to use word embedding models like word2vec vectors in a PostgreSQL database

Dict2vec ⭐ 88

Dict2vec is a framework to learn word embeddings using lexical dictionaries.

Clustercat ⭐ 66

Fast Word Clustering Software

SWE Toolkit. Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints. A general framework to incorporate semantic knowledge into the popular data-driven learning process of word vectors. Applications including word similarity, sentence completion, etc. ACL-2015, Beijing, China

基于知识库信息的词向量模型

Word2vec Win32 ⭐ 41

A word2vec port for Windows.

Online Interpretable Word Embeddings

Se Wrl Sat ⭐ 36

Revised Version of SAT Model in "Improved Word Representation Learning with Sememes"

C++ implementation of the Hellinger PCA for computing word embeddings.

Near Lossless Binarization ⭐ 22

This repository contains source code to binarize any real-value word embeddings into binary vectors.

[WWW 2020] Discriminative Topic Mining via Category-Name Guided Text Embedding

[KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding

Gn_glove ⭐ 17

Learning Gender-Neutral Word Embeddings

Xlingualemb ⭐ 14

Crosslingual word embeddings described in our EMNLP paper

Principal_word_vectors ⭐ 6

We use principal component analysis for word embedding. The method is able to process both annotated and raw corpora.

Source Code for IJCAI 2018 paper "Biased Random Walk based Social Regularization for Word Embeddings"

Tensor Factorization ⭐ 5

Word2vecpm ⭐ 5

code for paper "Investigating Different Context Types and Representations for Learning Word Embeddings"

Code for paper: Software clusterings with vector semantics and the call graph

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