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The Wayback Machine - https://web.archive.org/web/20200803105540/https://github.com/topics/word-embedding
Here are
102 public repositories
matching this topic...
Mapping a variable-length sentence to a fixed-length vector using BERT model
Updated
Jul 6, 2020
Python
Four word embedding models implemented in Python. Supporting arbitrary context features
Updated
Aug 22, 2019
Python
Improved Word Representation Learning with Sememes
TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations
Updated
Apr 15, 2019
Jupyter Notebook
Deep contextualized word representations for Chinese
Updated
Nov 21, 2019
Python
Code & data accompanying the KDD2017 paper "KATE: K-Competitive Autoencoder for Text"
Updated
Jan 29, 2020
Python
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
Updated
Jul 17, 2020
Python
Word Embedding + LSTM + FC
Updated
Jul 9, 2019
Python
Windows Build of fastText, library for text representation and classification.
Updated
Sep 29, 2018
HTML
Dead simple games made with word vectors.
Updated
Jan 25, 2020
Python
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Updated
May 31, 2020
Python
Pre-trained models and language resources for Natural Language Processing in Polish
Library for Korean morpheme and word vector representation
Updated
May 15, 2018
Python
Updated
May 27, 2017
Python
Revised Version of SAT Model in "Improved Word Representation Learning with Sememes"
Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.
Updated
Sep 21, 2017
Jupyter Notebook
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
Updated
Jun 1, 2020
Python
Code for the paper "A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling" (ACL2018)
Updated
Nov 6, 2019
Python
Geometry-aware Multilingual Embeddings
Updated
Mar 31, 2020
Python
This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code by prof. Richard Socher and Prof. Christopher Manning in 2017/2018.
Updated
Aug 24, 2018
Python
Automated solver for Semantris using OpenCV and Word Embeddings
Updated
Mar 30, 2020
Jupyter Notebook
Updated
Feb 14, 2019
Jupyter Notebook
This repo contains the code and results for reproducing the results in the paper: A SIMPLE BUT TOUGH-TO-BEAT BASELINE FOR SENTENCE EMBEDDINGS
Updated
Jul 13, 2018
Python
Python project to create a classifier to guess if a Twitter account is a man, a woman or a bot.
Updated
Oct 9, 2019
Python
Neural Network Text Classification Models in TensorFlow
Updated
Nov 26, 2017
Python
Sequence Models by Andrew Ng on Coursera. Programming Assignments and Quiz Solutions.
Updated
Jun 4, 2019
Jupyter Notebook
An Indonesian word embedding demo
Updated
Jan 31, 2018
JavaScript
Character-enhanced Word Embedding (CWE) Model
Inferring vector of unseen words
Updated
May 9, 2019
Python
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