word-embeddings

There are 25 repositories under word-embeddings topic.

gensim
RaRe-Technologies / gensim
Topic Modelling for Humans
gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec word-embeddings neural-network document-similarity word-similarity fasttext
Language:Python 13901
flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
pytorch nlp named-entity-recognition sequence-labeling semantic-role-labeling word-embeddings natural-language-processing machine-learning
Language:Python 12401
Embedding / Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
chinese chinese-word-segmentation embeddings word-embeddings vectors-trained embedding
Language:Python 10460
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
bert cnn cnn-text-classification fasttext lstm lstm-sentiment-analysis natural-language-processing nlp pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn sentiment-analysis sentiment-classification torchtext transformers tutorial word-embeddings
Language:Jupyter Notebook 3769
texthero
jbesomi / texthero
Text preprocessing, representation and visualization from zero to hero.
machine-learning nlp nlp-pipeline text-clustering text-mining text-preprocessing text-representation text-visualization texthero word-embeddings
Language:Python 2698
ddangelov / Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
topic-modeling word-embeddings document-embedding topic-vector topic-search text-search text-semantic-similarity topic-modelling semantic-search bert top2vec sentence-transformers sentence-encoder pre-trained-language-models
Language:Python 2397
Separius / awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
wordembedding word-embeddings sentence-embeddings nlp pretrained-embedding awesome-list pretrained-models unsupervised-learning sentence-representations contextualized-representation awesome natural-language subword-models embedding-models cross-lingual bert pretrained-language-model language-model
Language:Python 2095
JasonKessler / scattertext
Beautiful visualizations of how language differs among document types.
nlp d3 word-embeddings machine-learning natural-language-processing visualization word2vec text-visualization text-mining japanese-language computational-social-science sentiment eda exploratory-data-analysis text-as-data scatter-plot topic-modeling stylometry stylometric semiotic-squares
Language:Python 2027
plasticityai / magnitude
A fast, efficient universal vector embedding utility package.
python natural-language-processing nlp machine-learning vectors embeddings word2vec fasttext glove gensim fast memory-efficient machine-learning-library word-embeddings
Language:Python 1554
nlp_overview
omarsar / nlp_overview
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
cnn deep-learning nlp reinforcement-learning rnn word-embeddings
Language:CSS 1278
nlptown / nlp-notebooks
A collection of notebooks for Natural Language Processing from NLP Town
artificial-intelligence deep-learning natural-language-processing nlp text-mining word-embeddings
Language:Jupyter Notebook 796
dselivanov / text2vec
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
word2vec text-mining natural-language-processing glove vectorization topic-modeling word-embeddings latent-dirichlet-allocation
Language:R 782
goru001 / inltk
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 indic-languages pytorch data-augmentation sentence-similarity sentence-encoding word-embeddings sentence-embeddings
Language:Python 779
meta-toolkit / meta
A Modern C++ Data Sciences Toolkit
nlp nlp-parsing search-engine inverted-index pos-tag text-analysis text-analytics text-classification language-modeling graph-algorithms c-plus-plus word-embeddings
Language:C++ 659
ncbi-nlp / BioSentVec
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
natural-language-processing bionlp fasttext sent2vec sentence-embeddings word-embeddings sentence-similarity pubmed mimic-iii
Language:Jupyter Notebook 457
imgarylai / bert-embedding
🔡 Token level embeddings from BERT model on mxnet and gluonnlp
natural-language-processing bert word-embeddings mxnet gluonnlp nlp
Language:Python 452
Tixierae / deep_learning_NLP
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
python3 keras deep-learning saliency-map cnn-keras nlp self-attention hierarchical-attention-network recurrent-neural-networks seq2seq-pytorch nmt skipgram word2vec pytorch attention numpy doc2vec word-embeddings document-embeddings
Language:Jupyter Notebook 428
KristiyanVachev / Question-Generation
Generating multiple choice questions from text using Machine Learning.
question-generation question-generator questions-and-answers quiz machine-learning spacy spacy-nlp nlp ai word-embeddings cosine-similarity naive-bayes
Language:Jupyter Notebook 394
ynqa / wego
Word Embeddings (e.g. Word2Vec) in Go!
word2vec glove machine-learning word-embeddings go nlp
Language:Go 386
sunyilgdx / SIFRank_zh
Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）
sifrank keyphrase-extraction keyword-extraction elmo pre-trained-language-models sif word-embeddings sentence-embeddings python36
Language:Python 355
kamalkraj / Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
bilstm cnn character-embeddings word-embeddings keras python36 tensorflow named-entity-recognition glove-embeddings conll-2003
Language:Python 337
chakki-works / chakin
Simple downloader for pre-trained word vectors
datasets machine-learning natural-language-processing word-embeddings word-vectors
Language:Python 331
dccuchile / spanish-word-embeddings
Spanish word embeddings computed with different methods and from different corpora
nlp spanish word-embeddings glove-embeddings fasttext-embeddings word2vec-embeddinngs
309
sudharsan13296 / Hands-On-Deep-Learning-Algorithms-with-Python
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
deep-learning-mathematics deep-learning-math deep-learning-scratch gans cyclegan adagrad autoencoder capsule-network nadam word-embeddings skip-thoughts quick-thought doc2vec gru lstm-math cnn-math rnn-derivation contractive-autonencoders tensorflow few-shot-learning
Language:Jupyter Notebook 303
malllabiisc / WordGCN
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
graph-convolutional-networks gcn tensorflow deep-learning-tutorial word-embeddings natural-language-processing acl2019
Language:Python 281
bloomberg / koan
A word2vec negative sampling implementation with correct CBOW update.
skipgram word2vec cpp cbow word-embeddings
Language:C++ 256
gabrielspmoreira / chameleon_recsys
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
tensorflow deep-learning deep-neural-networks recommender-system recommendation-system recommendation-engine recommendation-algorithms news-recommendation lstm-neural-networks lstm lstm-neural-network rnn rnn-tensorflow word-embeddings word2vec
Language:Python 256
explosion / floret
🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy
spacy fasttext fasttext-embeddings word-vectors word-embeddings subword-embeddings
Language:C++ 226
tolga-b / debiaswe
Remove problematic gender bias from word embeddings.
word2vec word-embeddings gender-equality social-justice nips-2016 debias
Language:Jupyter Notebook 223
devmount / GermanWordEmbeddings
Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
neural-network word2vec word-embeddings model training evaluation deep-learning deep-neural-networks nlp natural-language-processing gensim german-language
Language:Jupyter Notebook 215
lgalke / vec4ir
Word Embeddings for Information Retrieval
information-retrieval word-embeddings retrieval-model nlp embeddings similarity-scoring evaluation embedding-models natural-language-processing data-science
Language:Python 215
vinhkhuc / JFastText
Java interface for fastText
machine-learning nlp java word-embeddings jni text-classification model-compression
Language:Java 214
giacbrd / ShallowLearn
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
word2vec fasttext scikit-learn machine-learning neural-network gensim text-mining text-classification supervised-learning online-learning word-embeddings shallow-learning
Language:Python 198
cbaziotis / datastories-semeval2017-task4
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
deep-learning semeval semeval-sentiment sentiment-analysis lstm attention-mechanism attention keras keras-models deeplearning neural-network twitter-messages twitter embeddings glove word-embeddings computational-linguistics nlp-machine-learning nlp
Language:Python 194
vnlp
vngrs-ai / vnlp
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
nlp turkish-nlp stemming morphological-analysis morphological-disambiguation named-entity-recognition dependency-parsing part-of-speech-tagging sentiment-analysis spelling-correction number-to-words deasciifier normalization stopword-removal sentence-tokenizer sentence-splitting word-embeddings word2vec fasttext deep-learning
Language:Python 188
amanchadha / coursera-natural-language-processing-specialization
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
coursera deeplearning-ai deeplearning deep-learning course assignments artificial-intelligence natural-language-processing specialization nlp nlp-machine-learning word-embeddings word-vectors coursera-assignment coursera-specialization natural-language-understanding natural-language machine-learning sentiment-analysis
Language:Jupyter Notebook 181

word-embeddings

RaRe-Technologies / gensim

flairNLP / flair

Embedding / Chinese-Word-Vectors

bentrevett / pytorch-sentiment-analysis

jbesomi / texthero

ddangelov / Top2Vec

Separius / awesome-sentence-embedding

JasonKessler / scattertext

plasticityai / magnitude

omarsar / nlp_overview

nlptown / nlp-notebooks

dselivanov / text2vec

goru001 / inltk

meta-toolkit / meta

ncbi-nlp / BioSentVec

imgarylai / bert-embedding

Tixierae / deep_learning_NLP

KristiyanVachev / Question-Generation

ynqa / wego

sunyilgdx / SIFRank_zh

kamalkraj / Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

chakki-works / chakin

dccuchile / spanish-word-embeddings

sudharsan13296 / Hands-On-Deep-Learning-Algorithms-with-Python

malllabiisc / WordGCN

bloomberg / koan

gabrielspmoreira / chameleon_recsys

explosion / floret

tolga-b / debiaswe

devmount / GermanWordEmbeddings

lgalke / vec4ir

vinhkhuc / JFastText

giacbrd / ShallowLearn

cbaziotis / datastories-semeval2017-task4

vngrs-ai / vnlp

amanchadha / coursera-natural-language-processing-specialization