glove-embeddings

There are 0 repository under glove-embeddings topic.

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 357
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
344
PrashantRanjan09 / WordEmbeddings-Elmo-Fasttext-Word2Vec
Using pre trained word embeddings (Fasttext, Word2Vec)
wordembeddings fasttext word2vec fair glove-embeddings glove fasttext-python wordembedding gensim-word2vec gensim nlp elmo-8 allennlp ai2 classification
Language:Python 158
yafangy / Review_aspect_extraction
CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging
glove-embeddings aspect-based-sentiment-analysis aspect-extraction stanford-pos-tagger pytorch-nlp pytorch-cnn nlp-machine-learning nlp-keywords-extraction yelp-reviews yelp-restaurants
Language:Python 103
guillaume-chevalier / GloVe-as-a-TensorFlow-Embedding-Layer
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.
gpu gpu-acceleration gpu-tensorflow word-embeddings word2vec glove-embeddings tensorflow cosine-similarity glove neural-network tensorflow-layers
Language:Jupyter Notebook 90
howardyclo / pytorch-seq2seq-example
Fully batched seq2seq example based on practical-pytorch, and more extra features.
pytorch pytorch-tutorial pytorch-nlp-tutorial seq2seq attention-seq2seq glove-embeddings tie-embedding pretrained-embedding shared-embedding fixed-embedding tensorboard-visualization tensorboard checkpoint nlp nlp-machine-learning jupyter-notebook
Language:Jupyter Notebook 76
brannondorsey / GloVe-experiments
GloVe word vector embedding experiments (similar to Word2Vec)
glove-embeddings glove-vectors word2vec k-means glove nlp machine-learning embeddings word-game k-nearest-neighbors
Language:Python 64
ezgisubasi / turkish-tweets-sentiment-analysis
This sentiment analysis project determines whether the tweets posted in the Turkish language on Twitter are positive or negative.
nlp sentiment-analysis tweets twitter-sentiment-analysis keras deep-learning zemberek zemberek-nlp turkish-language turkish-nlp n-grams data-visualization text-preprocessing glove glove-embeddings
Language:Jupyter Notebook 56
ahmedbesbes / overview-and-benchmark-of-traditional-and-deep-learning-models-in-text-classification
NLP tutorial
convolutional-neural-networks recurrent-neural-networks nlp keras bag-of-words tfidf word-embeddings glove-embeddings character-ngrams word-ngrams sklearn sentiment-analysis tweets tutorial blog deeplearning text-classification
Language:Jupyter Notebook 41
SatyamSoni23 / Smart-Question-Answering-System-on-Document
It's Smart-Question Answering System on short as well as long documents. It can automatically find answers to matching questions directly from documents. The deep learning language model converts the questions and documents to semantic vectors to find the matching answer.
bert bert-embedding cdqa fine-tuning-bert glove-embeddings nlp word-embeddings word2vec
Language:Jupyter Notebook 39
ngoquanghuy99 / POS-Tagging-BiLSTM-CRF
A Tensorflow 2, Keras implementation of POS tagging using Bidirectional LSTM-CRF on Penn Treebank corpus (WSJ)
sequence-labeling part-of-speech-tagging bidirectional-lstm conditional-random-fields word-embeddings glove-embeddings tensorflow2 keras penn-treebank
Language:Python 30
vishwassathish / Sentiment-Analysis-for-product-reviews
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.
deep-learning nlp glove-embeddings sentiment-analysis product-reviews glove embeddings glove-dataset amazon-product-review
Language:Python 24
chen0040 / keras-fake-news-generator-and-detector
Fake news generator and detector using keras
keras fake-news-classification lstm-neural-networks glove-embeddings
Language:Python 22
rshinde03 / AI-Self-learning-Chatbot
A neural network-based AI chatbot has been designed that uses LSTM as its training model for both encoding and decoding. The chatbot works like an open domain chatbot that can answer day-to-day questions involved in human conversations. Words embeddings are the most important part of designing a neural network-based chatbot. Glove Word Embedding and Skip-Gram models have been used for this task.
ai chatbot glove-embeddings lstm lstm-neural-networks natural-language-processing nlp nlp-machine-learning self-learning skipgram
Language:Jupyter Notebook 22
FUTURE
rtrevinnoc / FUTURE
A private, free, open-source search engine built on a P2P network
search-engine machine-learning glove-embeddings glove-vectors glove python3 python natural-language-processing natural-language-understanding gensim hnswlib html5 javascript css3 js json mongodb lmdb flask flask-application
Language:Python 21
Product-Category-Prediction
prakhargurawa / Product-Category-Prediction
Machine learning pipeline to predict relevant categories based on a product name and product description, using NLP and Deep learning concepts.
nlp deep-learning lstm multi-label-classification e-commerce-project e-commerce machine-learning data-preprocessing data-visualization bestbuy data-science embeddings-word2vec glove-embeddings convolutional-neural-networks
Language:Jupyter Notebook 20
jimmyg1997 / NTUA-slp-nlp
💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA
attention attention-mechanism deep-learning automata lstm-neural-networks word-embeddings nlp-machine-learning transfer-learning rnn-pytorch kaldi-asr glove-embeddings word2vec sentiment-analysis sentiment-classification openfst
Language:Jupyter Notebook 19
SpringerNLP / Chapter11
Chapter 11: Transfer Learning/Domain Adaptation
adversarial-training central-moment-discrepancy cnn coral domain-adaptation glove-embeddings keras maximum-mean-discrepancy nlp sentiment-analysis stacked-autoencoder stacked-denoising-autoencoders transfer-learning word-embeddings
Language:Jupyter Notebook 17
kdrl / GloVe-PyTorch
[not maintained anymore] [for study purpose] A simple PyTorch implementation for "Global Vectors for Word Representation".
glove glove-embeddings glove-python word-embeddings pytorch
Language:Python 16
vondersam / sdgs_text_classifier
Multi-Label Text Classification with Transfer Learning
multilabel-classification bert ulmfit elmo glove-embeddings word2vec svm logistic-regression knn naive-bayes-classifier
Language:Jupyter Notebook 16
aayux / glove-text-cnn
A text classification model with pretrained GloVe embeddings
glove-vectors glove-embeddings convolutional-neural-networks text-classification deep-learning tensorflow
Language:Python 13
hate-alert / HateALERT-EVALITA
Code for replicating results of team 'hateminers' at EVALITA-2018 for AMI task
classification hate-speech misogyny nlp universal-sentence-encoder glove-embeddings tfidf hatespeech
Language:Jupyter Notebook 13
shubham0204 / glove-android
Power of GloVe word embeddings in Android
android chaquopy context-understanding glove-embeddings kotlin natural-language-processing word-embeddings
Language:Kotlin 13
akash18tripathi / MAGNET-Multi-Label-Text-Classi-cation-using-Attention-based-Graph-Neural-Network
This GitHub repository provides an implementation of the paper "MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network" . MAGNET is a state-of-the-art approach for multi-label text classification, leveraging the power of graph neural networks (GNNs) and attention mechanisms.
adjacency-matrix attention-mechanism bert bert-embeddings bilstm binary-relevance classifier-chains cnn embeddings glove-embeddings graph-neural-networks hierarchical-models multilabel-classification onevsrestclassifier reuters-dataset text-classification text-preprocessing-techniques toxic-comment-classification
Language:Jupyter Notebook 11
ashutoshsingh0223 / mittens
A fast implementation of GloVe, with optional retrofitting
fine-tuning glove-embeddings word-embeddings fineune-word-vectors co-occurence
Language:Python 11
chen0040 / keras-search-engine
A simple document and image search engine implemented in keras
search-engine document-encoder auto-encoder glove-vectors glove-embeddings cnn keras
Language:Python 11
summarization
Shandilya21 / summarization
A stacked LSTM based Network for Text Summarization Using Keras
glove-embeddings keras-models nlp-machine-learning summarization
Language:Python 11
Sweetflowerjulia / NLP-tag-classification-with-GloVe-and-LSTM
Natural Language Processing. From data preparation to building model and deploy the model to web service
nlp natural-language-processing glove glove-embeddings lstm text-classification machine-learning azure azureml webservice deploy model
Language:Jupyter Notebook 11
tanmaybinaykiya / Ask-Me-Question-Generating-Agent
Ask Me: Question Generating Agent
deep-learning natural-language-processing question-generator question-and-answer comprehension pytorch lstm bilstm attention squad glove-embeddings cs-7643 georgia-tech
Language:Python 11
Jeff09 / Word-Sense-Disambiguation-using-Bidirectional-LSTM
lstm word-sense-disambiguation glove-embeddings python3 keras tensorflow
Language:AMPL 10
MastersProject / fast-detection-of-duplicate-bug-report
Machine learning- based solution to the problem of duplicity in the bug reports repository.
duplicate-reports classification clustering detection lda topic-modeling bag-of-words word2vec-model glove-embeddings fasttext-embeddings pca duplicate-bug-report cosine-similarity euclidean-distances top-n-recommendations eclipse bug-tracking-system feature-extraction data-preprocessing multimodality
Language:Jupyter Notebook 10
PanosAntoniadis / slp-ntua
Lab exercises of Speech and Language Processing course in NTUA
slp nlp w2v openfst semantic-analysis syntactic-analysis word-embeddings spell-checker kaldi asr rnn lstm attention-mechanism transfer-learning glove-embeddings
Language:Jupyter Notebook 10
Subangkar / Image-Captioning-Attention-PyTorch
An attention based sequential deep learning model implemented in pytorch to generate single line caption given an input image
pytorch lstm attention-mechanism flickr8k flickr8k-dataset glove-embeddings
Language:Jupyter Notebook 10
imraviagrawal / ReadingComprehension
Bi-Directional Attention Flow for Machine Comprehensions
natural-language-processing readingcomprehension question-answering lstm bilstm standard attention-mechanism deep-learning deep-recurrent-q-network umassamherst nlp nlp-machine-learning artificial-intelligence wordembedding glove-vectors glove-embeddings word2vec machine-comprehension squad gru
Language:Python 9
pythonandml / dlbook
Repository for the free online book Oddly Satisfying Deep Learning from Scratch (link below!)
backpropagation cnn-classification cnn-keras convolutional-neural-networks elmo-embedding fasttext-embeddings glove-embeddings keras mlp python pytorch word-embeddings word2vec mlp-scratch-numpy
Language:Jupyter Notebook 9
manashpratim / Tweet-Classification
Detect hate speech in tweets
natural-language-processing tweet-classifier bidirectional-lstm glove-embeddings fasttext-embeddings
Language:Jupyter Notebook 8

Related Topics

nlp natural-language-processing bert sentiment-analysis dataset