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47 search results found

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Conceptnet Numberbatch ⭐ 1,114

Text2vec ⭐ 829

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

Ngram2vec ⭐ 638

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

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

Simple downloader for pre-trained word vectors

Spanish Word Embeddings ⭐ 248

Spanish word embeddings computed with different methods and from different corpora

Embeddings ⭐ 217

Fast, DB Backed pretrained word embeddings for natural language processing.

Embedding As Service ⭐ 182

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

Datastories Semeval2017 Task4 ⭐ 171

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

Pytorch Rnn Text Classification ⭐ 145

Word Embedding + LSTM + FC

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Simple Sentence Similarity ⭐ 97

Exploring the simple sentence similarity measurements using word embeddings

Glove As A Tensorflow Embedding Layer ⭐ 90

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.

Pytorch Wordemb ⭐ 83

Load pretrained word embeddings (word2vec, glove format) into torch.FloatTensor for PyTorch

Embeddings.jl ⭐ 76

Functions and data dependencies for loading various word embeddings (Word2Vec, FastText, GLoVE)

Half Size ⭐ 72

Effective Dimensionality Reduction for Word Embeddings.

📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠

Text_embedding ⭐ 48

utility class for building/evaluating document representations

Codenames ⭐ 47

Codenames AI using Word Vectors

Wordrank ⭐ 46

WordRank: Learning Word Embeddings via Robust Ranking

Embeddingsviz ⭐ 40

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

Indra is a Web Service which allows easy access to different distributional semantics models in several languages.

Deepspamreview Detection Of Fake Reviews On Online Review Platforms Using Deeplearning Architectures ⭐ 25

DeepSpamReview: Detection of Fake Reviews on Online Review Platforms using Deep Learning Architectures. Summer Internship project at CoreView Systems.

Twitter Sentiment Analysis ⭐ 25

Sentiment Analysis on twitter using Keras / TensorFlow / GloVe

Datastories Semeval2017 Task6 ⭐ 19

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

Cs224n Nlp With Deep Learning ⭐ 17

This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code. Here, you can find the solution for all classes starting form 2018

Gn_glove ⭐ 17

Learning Gender-Neutral Word Embeddings

Psychwordvec ⭐ 15

🔜 Integrative Toolbox of Word Embedding Research for Psychological Science.

Glove Pytorch ⭐ 14

A simple PyTorch implementation for "Global Vectors for Word Representation".

Gender_bias_lipstick ⭐ 12

Neuraldenoising ⭐ 11

Neural-based Noise Filtering from Word Embeddings

Learning Ontologies Via Embeddings

Wordembeddings ⭐ 9

Some experimentations with word embeddings

Word_embeddings_workshop_resources ⭐ 9

word embeddings storage on leveldb

Word embeddings modelling tool

Playground ⭐ 8

store my personal project

Word Embeddings for Low Resource Languages: The Case of Buryat

Glove Tensorflow ⭐ 7

Implementation of GloVe using TensorFlow estimator API

Wiki_zh_vec ⭐ 7

a python autotool for train Chinese wiki corpus to word embeddings using word2vec ,glove and lexvec.

Stanford_cs224u Nlu Course ⭐ 6

This repository contains my solution to the Stanford Course cs224u "Natural Language Understanding" Summer 2019

Sentiment Classification Of Amazon Fine Food Reviews ⭐ 6

A deep learning model (Bidirectional LSTM) using pretrained word embeddings to do sentiment analysis on Amazon fine food reviews dataset.

Gp_debias ⭐ 5

Embedding Visualization ⭐ 5

This is a project for visualizing word embeddings based on the work of Andrei Kashcha (@anvaka).

A package for reading/writing files containing pre-trained word embeddings and building "embedding matrices".

Word_mover_distance ⭐ 5

Compute Word Mover's Distance using a generic word embedding model

Word2vecpm ⭐ 5

code for paper "Investigating Different Context Types and Representations for Learning Word Embeddings"

Sentiment Analysis With Word Embeddings ⭐ 5

A Sentiment Analysis model in keras to analyse toxic comments online . The Corpus is preprocessed using Glove Word Embeddings .

Masters Thesis Ml ⭐ 5

Repository for my master's thesis in machine learning at UiB

A Word-level Recurrent Neural Network Generative Model

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