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The Top 23 Word Embeddings Open Source Projects

Open source projects categorized as Word Embeddings
Categories > Machine Learning > Word Embeddings
Language Games ⭐ 89
Dead simple games made with word vectors.
most recent commit 4 years ago
Dict2vec ⭐ 88
Dict2vec is a framework to learn word embeddings using lexical dictionaries.
most recent commit 3 years ago
Nonce2vec ⭐ 83
Incremental learning of word embeddings with context informativeness.
total releases 8most recent commit 3 years ago
Pytorch Wordemb ⭐ 83
Load pretrained word embeddings (word2vec, glove format) into torch.FloatTensor for PyTorch
dependent packages 1total releases 5most recent commit 4 years agopypi torchwordemb} Downloads
Finalfrontier ⭐ 82
Context-sensitive word embeddings with subwords. In Rust.
dependent packages 1total releases 16most recent commit 6 months agocargo finalfrontier} Downloads
S Wmd ⭐ 80
Code for Supervised Word Mover's Distance (SWMD)
most recent commit 6 years ago
Algorithm Whiteboard Resources ⭐ 78
this is where we share notebooks/projects used in your youtube channel
most recent commit 3 years ago
Embeddings.jl ⭐ 76
Functions and data dependencies for loading various word embeddings (Word2Vec, FastText, GLoVE)
most recent commit 6 months ago
Wordembeddingautoencoder ⭐ 75
An autoencoder to calculate word embeddings as mentioned in Lebret/Collobert paper 2015
most recent commit 7 years ago
Auto_cliwc ⭐ 74
Code for Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention (AAAI18)
most recent commit 6 years ago
Half Size ⭐ 72
Effective Dimensionality Reduction for Word Embeddings.
most recent commit 4 years ago
Easy Bert ⭐ 71
A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
total releases 4most recent commit 4 years ago
Boundary Aware Nested Ner ⭐ 69
Code for EMNLP 2019 paper "A Boundary-aware Neural Model for Nested Named Entity Recognition"
most recent commit 2 years ago
Clustercat ⭐ 66
Fast Word Clustering Software
most recent commit 4 years ago
Word Embeddings For Nmt ⭐ 66
Supplementary material for "When and Why Are Pre-trained Word Embeddings Useful for Neural Machine Translation?" at NAACL 2018
most recent commit 4 years ago
Audiocaption ⭐ 64
Dataset and baseline for the first Audiocaption task
most recent commit 3 years ago
Positional Encoding ⭐ 63
Encoding position with the word embeddings.
most recent commit 6 years ago
Shdp ⭐ 62
Nonparametric Topic Modeling with Word Vectors
most recent commit 7 years ago
Yelp_comments_classification_nlp ⭐ 61
Yelp round-10 review comments classification using deep learning (LSTM and CNN) and natural language processing.
most recent commit 5 years ago
Gpudmm ⭐ 61
Topic Modeling for Short Texts with Auxiliary Word Embeddings
most recent commit 6 years ago
Sifrank ⭐ 61
The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"
most recent commit 3 years ago
Imn E2e Absa ⭐ 61
Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.
most recent commit 5 years ago
Wordvector_be ⭐ 61
Web服务：使用腾讯 800 万词向量模型和 spotify annoy 引擎得到相似关键词
most recent commit 5 years ago
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