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Top 33 glove open source projects

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".

✭ 184

python deep-learning nlp keras neural-network twitter deeplearning lstm sentiment-analysis attention-mechanism attention nlp-machine-learning embeddings word-embeddings glove keras-models

Sequence tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

✭ 1,889

python Makefile tensorflow named-entity-recognition ner crf glove conditional-random-fields bi-lstm state-of-art characters-embeddings

Embedding As Service

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

✭ 151

python deep-learning tensorflow nlp ai transformer word2vec embeddings encoder fasttext glove

Wordembeddings Elmo Fasttext Word2vec

Using pre trained word embeddings (Fasttext, Word2Vec)

✭ 146

python nlp classification word2vec fasttext gensim glove

Coreference Resolution

Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).

✭ 144

python perl machine-learning pytorch nlp arxiv glove

Hierarchical Attention Network

Implementation of Hierarchical Attention Networks in PyTorch

✭ 120

jupyter-notebook deep-learning pytorch nlp word2vec gru glove

Pytorch Rnn Text Classification

Word Embedding + LSTM + FC

✭ 112

python pytorch lstm rnn text-classification gru glove

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

✭ 105

python pytorch sentiment-analysis word2vec svm logistic-regression glove

A fast, efficient universal vector embedding utility package.

✭ 1,394

python machine-learning nlp natural-language-processing fast word2vec embeddings word-embeddings fasttext machine-learning-library gensim glove

Code for "Effective Dimensionality Reduction for Word Embeddings".

✭ 89

python fasttext pca glove nips-2017

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.

✭ 85

jupyter-notebook tensorflow neural-network gpu word2vec word-embeddings gpu-acceleration glove

Vectorsinsearch

Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015

✭ 71

python elasticsearch search-engine word2vec vector information-retrieval solr quantization lucene glove kmeans

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

✭ 1,123

python deep-learning nlp keras natural-language-processing opencv generative-adversarial-network sentiment-analysis word2vec anomaly-detection autoencoder variational-autoencoder glove keras-models

reference pytorch code for named entity tagging

✭ 58

python pytorch ner crf densenet quantization sequence-labeling pruning glove

Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors

✭ 40

python deep-learning tensorflow embeddings word-embeddings fasttext glove

Finalfusion Rust

finalfusion embeddings in Rust

✭ 35

rust word2vec embeddings rust-library fasttext glove

Service Classification based on Service Description

✭ 21

jupyter-notebook keras deep-neural-networks cnn deeplearning classification service word2vec glove

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

✭ 876

python tensorflow named-entity-recognition ner glove

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

✭ 715

r natural-language-processing word2vec text-mining word-embeddings topic-modeling glove vectorization

Four word embedding models implemented in Python. Supporting arbitrary context features

✭ 703

python chinese word2vec word glove svd

Text Classification Pytorch

Text classification using deep learning models in Pytorch

✭ 683

python pytorch text-classification attention-model glove sentiment-classification

Lmdb Embeddings

Fast word vectors with little memory usage in Python

✭ 404

python text word2vec memory embeddings word speed fasttext gensim glove lmdb

Natural Language Processing

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

✭ 377

python deep-learning machine-learning natural-language-processing word2vec glove

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

✭ 356

python deep-learning tensorflow tutorial neural-network gan word2vec course vae dcgan cyclegan mooc glove wavenet celeba

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

✭ 336

go machine-learning nlp word2vec word-embeddings glove

Seq2seq Chatbot For Keras

This repository contains a new generative model of chatbot based on seq2seq modeling.

✭ 322

python deep-learning nlp keras gan chatbot generative-adversarial-network seq2seq dialogue glove

automated-essay-grading

Source code for the paper A Memory-Augmented Neural Model for Automated Grading

✭ 101

python shell kaggle-competition glove automated-essay-scoring memory-networks

datastories-semeval2017-task6

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

Compact high quality word embeddings for Russian language

✭ 118

python Makefile nlp word2vec embeddings russian glove quantization

sarcasm-detection-for-sentiment-analysis

Sarcasm Detection for Sentiment Analysis

✭ 21

python natural-language-processing deep-learning sentiment-analysis text-classification tensorflow word2vec cnn lstm glove sarcasm-detection

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

✭ 23

word2vec crf pagerank textrank transformer seq2seq lsa glove gpt lda fasttext attention-mechanism albert bert textcnn elmo seq2seq-attention plsa xlnet lad2vec

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

Simple-Sentence-Similarity

Exploring the simple sentence similarity measurements using word embeddings

✭ 99

python word2vec word-embeddings ipynb glove fasttext wmd sentence-similarity sentence-embeddings elmo

1-33 of 33 glove projects