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flairNLP / flair

Star

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

Updated Aug 21, 2021
Python

Embedding / Chinese-Word-Vectors

Star

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

Updated Mar 20, 2021
Python

bentrevett / pytorch-sentiment-analysis

Star

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

Updated Jul 15, 2021
Jupyter Notebook

jbesomi / texthero

Star

Open

Matching Content in our Doctests

2

henrifroese commented Sep 23, 2020

It would be great to have more friendly and funny doctest text content (instead of "Aha", "Text", ...). It's also nicer for users if the docstring examples are all similar.

One idea, for instance, is to use famous sentences said by movie Superheroes. Here are a few examples:

I have the power!
Flame on!
HULK SMASH!
Holy ____ Batman!
I am the vengeance, I am the night, I am BATMAN!

My wordcloud looks ugly. Which argument to change to make it look cleaner?

4

Find more good first issues →

Separius / awesome-sentence-embedding

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A curated list of pretrained sentence and word embedding models

nlp awesome encoder paper natural-language word-embeddings evaluation awesome-list pretrained-models unsupervised-learning embedding-models language-model bert embedded-models cross-lingual wordembedding encoders sentence-embeddings pretrained-embedding sentence-representations contextualized-representation vector-map pooling-methods pretrained-language-model subword-models

Updated Apr 23, 2021
Python

JasonKessler / scattertext

Star

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

Updated Jul 7, 2021
Python

plasticityai / magnitude

Star

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

Updated Feb 23, 2021
Python

ddangelov / Top2Vec

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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

Updated Aug 10, 2021
Python

omarsar / nlp_overview

Sponsor Star

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

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

Updated Mar 25, 2020
CSS

dselivanov / text2vec

Star

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

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

Updated Sep 19, 2020
R

goru001 / inltk

Star

Open

Typo fix: 'malyalam' to 'malayalam'

goru001 commented Jul 16, 2019

Some amount of work for this was done here. Checkout this comment to see what it lacked.

meta-toolkit / meta

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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

Updated Dec 13, 2020
C++

nlptown / nlp-notebooks

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A collection of notebooks for Natural Language Processing from NLP Town

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

Updated May 25, 2021
Jupyter Notebook

imgarylai / bert-embedding

Star

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

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

Updated Nov 13, 2019
Python

Tixierae / deep_learning_NLP

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Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

nlp deep-learning numpy word2vec word-embeddings keras python3 pytorch recurrent-neural-networks attention nmt skipgram doc2vec cnn-keras saliency-map seq2seq-pytorch self-attention document-embeddings hierarchical-attention-network

Updated Mar 11, 2020
Jupyter Notebook

ncbi-nlp / BioSentVec

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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

Updated Feb 26, 2020
Jupyter Notebook

ynqa / wego

Sponsor Star

Word Embeddings (e.g. Word2Vec) in Go!

nlp go machine-learning word2vec word-embeddings glove

Updated Mar 2, 2021
Go

chakki-works / chakin

Star

Simple downloader for pre-trained word vectors

machine-learning natural-language-processing word-embeddings datasets word-vectors

Updated Mar 27, 2019
Python

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

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

tensorflow word-embeddings keras cnn named-entity-recognition python36 character-embeddings glove-embeddings conll-2003 bilstm

Updated Apr 21, 2020
Python

KristiyanVachev / Question-Generation

Star

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

Updated Mar 9, 2021
Jupyter Notebook

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

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Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

tensorflow word-embeddings gru autoencoder gans doc2vec skip-thoughts adagrad cyclegan deep-learning-mathematics capsule-network few-shot-learning quick-thought deep-learning-scratch nadam deep-learning-math lstm-math cnn-math rnn-derivation contractive-autonencoders

Updated Oct 2, 2020
Jupyter Notebook

dccuchile / spanish-word-embeddings

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Spanish word embeddings computed with different methods and from different corpora

nlp word-embeddings spanish glove-embeddings fasttext-embeddings word2vec-embeddinngs

Updated Oct 9, 2019

malllabiisc / WordGCN

Star

ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

natural-language-processing tensorflow word-embeddings deep-learning-tutorial graph-convolutional-networks gcn acl2019

Updated May 21, 2021
Python

bloomberg / koan

Star

A word2vec negative sampling implementation with correct CBOW update.

cpp word2vec word-embeddings cbow skipgram

Updated Jan 12, 2021
C++

sunyilgdx / SIFRank_zh

Star

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）

word-embeddings python36 keyword-extraction keyphrase-extraction sif sentence-embeddings elmo pre-trained-language-models sifrank

Updated May 17, 2020
Python

gabrielspmoreira / chameleon_recsys

Star

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

deep-neural-networks deep-learning tensorflow word2vec word-embeddings lstm rnn recommendation-system recommendation-engine recommender-system recommendation-algorithms rnn-tensorflow lstm-neural-networks lstm-neural-network news-recommendation

Updated Mar 18, 2021
Python

vinhkhuc / JFastText

Star

Java interface for fastText

java nlp machine-learning text-classification word-embeddings jni model-compression

Updated Nov 22, 2020
Java

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.

machine-learning text-mining neural-network text-classification word2vec scikit-learn word-embeddings supervised-learning gensim fasttext online-learning shallow-learning

Updated Aug 8, 2017
Python

lgalke / vec4ir

Star

Word Embeddings for Information Retrieval

nlp data-science natural-language-processing information-retrieval word-embeddings evaluation embeddings embedding-models retrieval-model similarity-scoring

Updated Nov 12, 2020
Python

word-embeddings

Here are 683 public repositories matching this topic...

RaRe-Technologies / gensim

Gensim's FastText model reads in unsupported modes from Facebook's FastText

Move BrownCorpus from word2vec to gensim.corpora

word2vec doc-comment example of KeyedVectors usage broken

flairNLP / flair

Embedding / Chinese-Word-Vectors

bentrevett / pytorch-sentiment-analysis

jbesomi / texthero

Matching Content in our Doctests

Add version attribute

My wordcloud looks ugly. Which argument to change to make it look cleaner?

Separius / awesome-sentence-embedding

JasonKessler / scattertext

plasticityai / magnitude

ddangelov / Top2Vec

omarsar / nlp_overview

dselivanov / text2vec

goru001 / inltk

Typo fix: 'malyalam' to 'malayalam'

meta-toolkit / meta

nlptown / nlp-notebooks

imgarylai / bert-embedding

Tixierae / deep_learning_NLP

ncbi-nlp / BioSentVec

ynqa / wego

chakki-works / chakin

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

KristiyanVachev / Question-Generation

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

dccuchile / spanish-word-embeddings

malllabiisc / WordGCN

bloomberg / koan

sunyilgdx / SIFRank_zh

gabrielspmoreira / chameleon_recsys

vinhkhuc / JFastText

giacbrd / ShallowLearn

lgalke / vec4ir

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