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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

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

PrashantRanjan09 / WordEmbeddings-Elmo-Fasttext-Word2Vec

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Using pre trained word embeddings (Fasttext, Word2Vec)

nlp word2vec classification gensim glove fair fasttext ai2 wordembedding wordembeddings glove-embeddings gensim-word2vec elmo-8 allennlp fasttext-python

Updated Jun 19, 2018
Python

guillaume-chevalier / GloVe-as-a-TensorFlow-Embedding-Layer

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Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

neural-network tensorflow gpu word2vec word-embeddings gpu-acceleration gpu-tensorflow cosine-similarity glove glove-embeddings tensorflow-layers

Updated Oct 13, 2018
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yafangy / Review_aspect_extraction

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CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging

yelp-reviews stanford-pos-tagger nlp-machine-learning nlp-keywords-extraction glove-embeddings pytorch-cnn aspect-based-sentiment-analysis yelp-restaurants pytorch-nlp aspect-extraction

Updated Jul 12, 2019
Python

howardyclo / pytorch-seq2seq-example

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Fully batched seq2seq example based on practical-pytorch, and more extra features.

nlp jupyter-notebook pytorch checkpoint seq2seq tensorboard nlp-machine-learning pytorch-tutorial glove-embeddings pytorch-nlp-tutorial shared-embedding attention-seq2seq tensorboard-visualization tie-embedding pretrained-embedding fixed-embedding

Updated Mar 11, 2018
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brannondorsey / GloVe-experiments

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GloVe word vector embedding experiments (similar to Word2Vec)

nlp machine-learning word2vec embeddings glove k-means word-game glove-vectors glove-embeddings k-nearest-neighbors

Updated May 27, 2020
Python

ahmedbesbes / overview-and-benchmark-of-traditional-and-deep-learning-models-in-text-classification

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NLP tutorial

blog nlp tutorial tweets sentiment-analysis text-classification sklearn word-embeddings keras recurrent-neural-networks bag-of-words deeplearning convolutional-neural-networks tfidf glove-embeddings character-ngrams word-ngrams

Updated Jun 13, 2018
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chen0040 / keras-fake-news-generator-and-detector

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Fake news generator and detector using keras

keras lstm-neural-networks glove-embeddings fake-news-classification

Updated Feb 14, 2018
Python

jimmyg1997 / NTUA-slp-nlp

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💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

automata deep-learning sentiment-analysis word2vec word-embeddings attention transfer-learning attention-mechanism nlp-machine-learning lstm-neural-networks sentiment-classification openfst glove-embeddings rnn-pytorch kaldi-asr

Updated Apr 24, 2020
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ezgisubasi / turkish-tweets-sentiment-analysis

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This sentiment analysis project determines whether the tweets posted in the Turkish language on Twitter are positive or negative.

nlp deep-learning tweets sentiment-analysis keras n-grams data-visualization glove twitter-sentiment-analysis turkish-language zemberek-nlp glove-embeddings zemberek text-preprocessing turkish-nlp

Updated Aug 10, 2021
Jupyter Notebook

rtrevinnoc / FUTURE

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A private, free, open-source search engine built on a P2P network

Updated Apr 2, 2021
Python

kdrl / GloVe-PyTorch

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[not maintained anymore] [for study purpose] A simple PyTorch implementation for "Global Vectors for Word Representation".

word-embeddings pytorch glove glove-python glove-embeddings

Updated Nov 7, 2019
Python

SpringerNLP / Chapter11

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Chapter 11: Transfer Learning/Domain Adaptation

nlp sentiment-analysis word-embeddings keras cnn transfer-learning maximum-mean-discrepancy coral domain-adaptation glove-embeddings central-moment-discrepancy stacked-autoencoder stacked-denoising-autoencoders adversarial-training

Updated Jul 23, 2019
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ngoquanghuy99 / POS-Tagging-BiLSTM-CRF

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A Tensorflow 2, Keras implementation of POS tagging using Bidirectional LSTM-CRF on Penn Treebank corpus (WSJ)

word-embeddings keras penn-treebank conditional-random-fields sequence-labeling bidirectional-lstm glove-embeddings tensorflow2 part-of-speech-tagging

Updated Dec 5, 2020
Python

vishwassathish / Sentiment-Analysis-for-product-reviews

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Sentiment Analysis using LSTM cells on Recurrent Networks. GloVe word embeddings were used for vector representation of words. Amazon Product Reviews were used as Dataset.

nlp deep-learning sentiment-analysis embeddings glove product-reviews glove-embeddings amazon-product-review glove-dataset

Updated Jan 14, 2018
Python

aayux / glove-text-cnn

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A text classification model with pretrained GloVe embeddings

deep-learning text-classification tensorflow convolutional-neural-networks glove-vectors glove-embeddings

Updated Dec 3, 2019
Python

vondersam / sdgs_text_classifier

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Multi-Label Text Classification with Transfer Learning

svm word2vec naive-bayes-classifier logistic-regression knn bert multilabel-classification glove-embeddings elmo ulmfit

Updated Apr 5, 2020
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hate-alert / HateALERT-EVALITA

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Code for replicating results of team 'hateminers' at EVALITA-2018 for AMI task

nlp classification tfidf hatespeech hate-speech glove-embeddings universal-sentence-encoder misogyny

Updated Mar 2, 2021
Jupyter Notebook

chen0040 / keras-search-engine

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A simple document and image search engine implemented in keras

search-engine keras cnn glove-vectors auto-encoder glove-embeddings document-encoder

Updated Feb 22, 2018
Python

Shandilya21 / summarization

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A stacked LSTM based Network for Text Summarization Using Keras

summarization keras-models nlp-machine-learning glove-embeddings

Updated Aug 2, 2020
Python

imraviagrawal / ReadingComprehension

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Bi-Directional Attention Flow for Machine Comprehensions

nlp natural-language-processing deep-learning word2vec artificial-intelligence standard lstm gru question-answering umassamherst attention-mechanism squad nlp-machine-learning machine-comprehension wordembedding glove-vectors glove-embeddings bilstm readingcomprehension deep-recurrent-q-network

Updated Dec 22, 2017
Python

Jeff09 / Word-Sense-Disambiguation-using-Bidirectional-LSTM

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tensorflow keras python3 lstm word-sense-disambiguation glove-embeddings

Updated Jul 13, 2018
AMPL

SpringerNLP / Chapter5

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Chapter 5: Embeddings

nlp word2vec word-embeddings word-sense-disambiguation sense2vec document-clustering word-similarity glove-embeddings

Updated Jul 23, 2019
Jupyter Notebook

Sweetflowerjulia / NLP-tag-classification-with-GloVe-and-LSTM

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Natural Language Processing. From data preparation to building model and deploy the model to web service

nlp webservice machine-learning natural-language-processing text-classification azure model deploy lstm glove azureml glove-embeddings

Updated Jan 25, 2019
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PanosAntoniadis / slp-ntua

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Lab exercises of Speech and Language Processing course in NTUA

nlp word-embeddings lstm rnn transfer-learning kaldi spell-checker attention-mechanism w2v asr semantic-analysis syntactic-analysis openfst glove-embeddings slp

Updated Mar 22, 2019
Jupyter Notebook

tanmaybinaykiya / Ask-Me-Question-Generating-Agent

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Ask Me: Question Generating Agent

natural-language-processing deep-learning pytorch lstm attention comprehension squad question-and-answer georgia-tech question-generator glove-embeddings bilstm cs-7643

Updated Jan 10, 2019
Python

ashutoshsingh0223 / mittens

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A fast implementation of GloVe, with optional retrofitting

word-embeddings co-occurence glove-embeddings fine-tuning fineune-word-vectors

Updated Apr 16, 2019
Python

north0n-FI / Analysing-IMDB-reviews-using-GloVe-and-LSTM

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Using the IMDB data found in Keras here a few algorithms built with Keras. The source code is from Francois Chollet's book Deep learning with Python. The aim is to predict whether a review is positive or negative just by analyzing the text. Both self-created as well as pre-trained (GloVe) word embeddings are used. Finally there's a LSTM model and the accuracies of the different algorithms are compared. For the LSTM model I had to cut the data sets of 25.000 sequences by 80% to 5.000, since my laptop's CPU was not able to run the data crunching, making the model's not fully comparable.

word-embeddings imdb-rating lstm keras-neural-networks glove-embeddings embedding-layer-keras

Updated Sep 27, 2018
Jupyter Notebook

pjain9696 / toxic_comment_classification

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Identify toxicity in online comments

natural-language-processing deep-neural-networks sentence-classification lstm-neural-networks glove-embeddings toxic-comments

Updated Jun 29, 2021
Python

glove-embeddings

Here are 222 public repositories matching this topic...

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

dccuchile / spanish-word-embeddings

PrashantRanjan09 / WordEmbeddings-Elmo-Fasttext-Word2Vec

guillaume-chevalier / GloVe-as-a-TensorFlow-Embedding-Layer

yafangy / Review_aspect_extraction

howardyclo / pytorch-seq2seq-example

brannondorsey / GloVe-experiments

ahmedbesbes / overview-and-benchmark-of-traditional-and-deep-learning-models-in-text-classification

chen0040 / keras-fake-news-generator-and-detector

jimmyg1997 / NTUA-slp-nlp

ezgisubasi / turkish-tweets-sentiment-analysis

rtrevinnoc / FUTURE

kdrl / GloVe-PyTorch

SpringerNLP / Chapter11

ngoquanghuy99 / POS-Tagging-BiLSTM-CRF

vishwassathish / Sentiment-Analysis-for-product-reviews

aayux / glove-text-cnn

vondersam / sdgs_text_classifier

hate-alert / HateALERT-EVALITA

chen0040 / keras-search-engine

Shandilya21 / summarization

imraviagrawal / ReadingComprehension

Jeff09 / Word-Sense-Disambiguation-using-Bidirectional-LSTM

SpringerNLP / Chapter5

Sweetflowerjulia / NLP-tag-classification-with-GloVe-and-LSTM

PanosAntoniadis / slp-ntua

tanmaybinaykiya / Ask-Me-Question-Generating-Agent

ashutoshsingh0223 / mittens

north0n-FI / Analysing-IMDB-reviews-using-GloVe-and-LSTM

pjain9696 / toxic_comment_classification

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