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word-embeddings

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gensim

RaRe-Technologies / gensim

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word2vec doc-comment example of KeyedVectors usage broken

6

gojomo commented Nov 5, 2019

The usage example in the word2vec.py doc-comment regarding KeyedVectors uses inconsistent paths and thus doesn't work.

https://github.com/RaRe-Technologies/gensim/blob/e859c11f6f57bf3c883a718a9ab7067ac0c2d4cf/gensim/models/word2vec.py#L73

https://github.com/RaRe-Technologies/gensim/blob/e859c11f6f57bf3c883a718a9ab7067ac0c2d4cf/gensim/models/word2vec.py#L76

If vectors were saved to a tm

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documentation easy good first issue

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WikiCorpus.filter_wiki/remove_markup don't remove heading-markup

8

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min_similarity & max_distance does not work in levsim

8

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flairNLP / flair

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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 20, 2020
Python

Embedding / Chinese-Word-Vectors

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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 8, 2020
Python

bentrevett / pytorch-sentiment-analysis

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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 Aug 18, 2020
Jupyter Notebook

texthero

jbesomi / texthero

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

4

vidyap-xgboost commented Jul 13, 2020

Right now my word cloud looks like this:

There's lot of blur coming into this cloud, how to reduce the blur and make it look cleaner/sharp?
I tried all the arguments provided in this document. But nothing s

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good first issue

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Add a flag to remove_punctuation to prevent removing punctuation in a token

2

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Add automated_readability_index(s) under visualization

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 Aug 4, 2020
Python

JasonKessler / scattertext

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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 19, 2020
Python

plasticityai / magnitude

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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 Jul 17, 2020
Python

nlp_overview

omarsar / nlp_overview

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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

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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 Apr 18, 2020
R

goru001 / inltk

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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-encoding

Updated Aug 7, 2020
Python

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 Mar 9, 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 Nov 1, 2019
Jupyter Notebook

imgarylai / bert-embedding

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🔡 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

ynqa / wego

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

nlp go machine-learning word2vec word-embeddings glove

Updated Jun 6, 2020
Go

chakki-works / chakin

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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

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

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 Apr 17, 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

giacbrd / ShallowLearn

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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

devmount / GermanWordEmbeddings

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Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

nlp training natural-language-processing deep-neural-networks deep-learning neural-network model word2vec word-embeddings evaluation gensim german-language

Updated Jan 29, 2020
Jupyter Notebook

malllabiisc / WordGCN

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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 Jun 16, 2020
Python

cbaziotis / datastories-semeval2017-task4

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Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

nlp twitter deep-learning sentiment-analysis neural-network word-embeddings keras embeddings lstm attention deeplearning glove computational-linguistics semeval attention-mechanism keras-models nlp-machine-learning twitter-messages semeval-sentiment

Updated Jun 8, 2018
Python

vinhkhuc / JFastText

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Java interface for fastText

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

Updated Feb 24, 2020
Java

gabrielspmoreira / chameleon_recsys

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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 Jul 6, 2020
Python

lgalke / vec4ir

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Word Embeddings for Information Retrieval

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

Updated May 9, 2020
Python

datquocnguyen / LFTM

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Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

word-embeddings topic-modeling short-text gibbs-sampling

Updated May 8, 2017
Java

yuvalpinter / Mimick

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Code for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017)

multilingual neural-network word-embeddings lstm convolutional-neural-networks part-of-speech-tagger

Updated Nov 15, 2019
Python

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