word-embeddings

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srbhr /Resume-Matcher

Sponsor

Star25.2k

Improve your resumes with Resume Matcher. Get insights, keyword suggestions and tune your resumes to job descriptions.

python resume machine-learning natural-language-processing typescript nextjs text-similarity word-embeddings ats resume-parser hacktoberfest resume-builder applicant-tracking-system vector-search

UpdatedDec 12, 2025
Python

piskvorky /gensim

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Star16.3k

Topic Modelling for Humans

python nlp data-science machine-learning natural-language-processing information-retrieval data-mining neural-network word2vec word-embeddings topic-modeling gensim fasttext document-similarity word-similarity

UpdatedNov 1, 2025
Python

flairNLP /flair

Star14.3k

A very simple framework for state-of-the-art Natural Language Processing (NLP)

nlp machine-learning natural-language-processing word-embeddings pytorch named-entity-recognition sequence-labeling semantic-role-labeling

UpdatedOct 27, 2025
Python

Embedding /Chinese-Word-Vectors

Star12.1k

100+ Chinese Word Vectors 上百种预训练中文词向量

word-embeddings embeddings chinese embedding chinese-word-segmentation vectors-trained

UpdatedOct 30, 2023
Python

bentrevett /pytorch-sentiment-analysis

Star4.6k

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

nlp natural-language-processing tutorial sentiment-analysis word-embeddings transformers cnn pytorch recurrent-neural-networks lstm rnn fasttext bert sentiment-classification pytorch-tutorial pytorch-tutorials cnn-text-classification lstm-sentiment-analysis pytorch-nlp torchtext

UpdatedMar 27, 2024
Jupyter Notebook

ddangelov /Top2Vec

Star3.1k

Top2Vec learns jointly embedded topic, document and word vectors.

word-embeddings topic-modeling semantic-search bert text-search topic-search document-embedding topic-modelling text-semantic-similarity sentence-encoder pre-trained-language-models topic-vector sentence-transformers top2vec

UpdatedNov 14, 2024
Python

jbesomi /texthero

Star2.9k

Text preprocessing, representation and visualization from zero to hero.

nlp machine-learning text-mining word-embeddings text-clustering text-visualization text-representation text-preprocessing nlp-pipeline texthero

UpdatedAug 29, 2023
Python

JasonKessler /scattertext

Star2.3k

Beautiful visualizations of how language differs among document types.

visualization d3 nlp machine-learning natural-language-processing text-mining word2vec exploratory-data-analysis word-embeddings sentiment eda topic-modeling scatter-plot japanese-language stylometry computational-social-science text-visualization text-as-data stylometric semiotic-squares

UpdatedApr 29, 2025
Python

Separius /awesome-sentence-embedding

Star2.3k

A curated list of pretrained sentence and word embedding models

nlp awesome natural-language word-embeddings awesome-list pretrained-models unsupervised-learning embedding-models language-model bert cross-lingual wordembedding sentence-embeddings pretrained-embedding sentence-representations contextualized-representation pretrained-language-model subword-models

UpdatedApr 23, 2021
Python

MinishLab /model2vec

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Star2k

Fast State-of-the-Art Static Embeddings

python nlp machine-learning ai word-embeddings embeddings sentence-transformers model2vec

UpdatedNov 14, 2025
Python

plasticityai /magnitude

Star1.7k

A fast, efficient universal vector embedding utility package.

python nlp fast machine-learning natural-language-processing word2vec word-embeddings embeddings gensim machine-learning-library glove vectors fasttext memory-efficient

UpdatedAug 3, 2023
Python

omarsar /nlp_overview

Sponsor

Star1.3k

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

nlp reinforcement-learning deep-learning word-embeddings cnn rnn

UpdatedMar 25, 2020
CSS

nlptown /nlp-notebooks

Star1k

A collection of notebooks for Natural Language Processing from NLP Town

nlp natural-language-processing text-mining deep-learning word-embeddings artificial-intelligence

UpdatedJul 16, 2024
Jupyter Notebook

dselivanov /text2vec

Star867

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

natural-language-processing text-mining word2vec word-embeddings topic-modeling glove vectorization latent-dirichlet-allocation

UpdatedDec 1, 2025
R

goru001 /inltk

Star834

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

nlp deep-learning word-embeddings pytorch data-augmentation indic-languages sentence-similarity sentence-embeddings sentence-encoding

UpdatedJan 20, 2024
Python

meta-toolkit /meta

Star709

A Modern C++ Data Sciences Toolkit

nlp search-engine c-plus-plus graph-algorithms text-classification word-embeddings text-analysis language-modeling inverted-index text-analytics pos-tag nlp-parsing

UpdatedApr 17, 2023
C++

ncbi-nlp /BioSentVec

Star608

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

natural-language-processing word-embeddings pubmed fasttext mimic-iii bionlp sentence-similarity sentence-embeddings sent2vec

UpdatedAug 15, 2023
Jupyter Notebook

ynqa /wego

Sponsor

Star504

Word Embeddings in Go!

nlp go machine-learning word2vec word-embeddings glove

UpdatedApr 2, 2023
Go

KristiyanVachev /Question-Generation

Star492

Generating multiple choice questions from text using Machine Learning.

nlp machine-learning ai naive-bayes word-embeddings spacy quiz cosine-similarity questions-and-answers question-generator spacy-nlp question-generation

UpdatedFeb 14, 2024
Jupyter Notebook

imgarylai /bert-embedding

Star451

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

nlp natural-language-processing mxnet word-embeddings bert gluonnlp

UpdatedNov 13, 2019
Python

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word-embeddings

Here are 1,056 public repositories matching this topic...

srbhr /Resume-Matcher

piskvorky /gensim

flairNLP /flair

Embedding /Chinese-Word-Vectors

bentrevett /pytorch-sentiment-analysis

ddangelov /Top2Vec

jbesomi /texthero

JasonKessler /scattertext

Separius /awesome-sentence-embedding

MinishLab /model2vec

plasticityai /magnitude

omarsar /nlp_overview

nlptown /nlp-notebooks

dselivanov /text2vec

goru001 /inltk

meta-toolkit /meta

ncbi-nlp /BioSentVec

ynqa /wego

KristiyanVachev /Question-Generation

imgarylai /bert-embedding

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