cbow

The Continuous Bag-of-Words model (CBOW) is frequently used in NLP deep learning. It's a model that tries to predict words given the context of a few words before and a few words after the target word.

nlp pytorch embeddings cbow pytorch-tutorial pytorch-implementation nlp-deep-learning

UpdatedJun 21, 2020
Python

shantanu1109 /Coursera-DeepLearning.AI-Natural-Language-Processing-Specialization

Star73

This Repository Contains Solution to the Assignments of the Natural Language Processing Specialization from Deeplearning.ai on Coursera Taught by Younes Bensouda Mourri, Łukasz Kaiser, Eddy Shyu

hashing natural-language-processing naive-bayes markov-chain coursera pca bag-of-words logistic-regression ngrams cbow pos-tagging autocorrect tokenization knearest-neighbor-algorithm minimum-edit-distance vector-spaces

UpdatedApr 16, 2023
Jupyter Notebook

warchildmd /game2vec

Star73

TensorFlow implementation of word2vec applied onhttps://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

tensorflow word2vec embeddings kaggle cbow skipgram game2vec

UpdatedFeb 12, 2019
Jupyter Notebook

zhangyafeikimi /word2vec-win32

Star47

A word2vec port for Windows.

deep-learning word2vec word-embeddings representation-learning cbow embedding skipgram cblas nnlm

UpdatedMay 18, 2017
C

changwookjun /learningspoons

Star31

nlp lecture-notes and source code

nlp tensorflow word2vec cnn transformer lstm ipynb attention cbow lecture-notes seq2seq-model attention-model colab-notebook

UpdatedJul 23, 2019
Jupyter Notebook

mlampros /fastTextR

Sponsor

Star22

Efficient learning of word representations

r cpp11 fasttext cbow skipgram word-representations

UpdatedFeb 15, 2021
C++

dccuchile /rivertext

Star22

RiverText is a framework that standardizes the Incremental Word Embeddings proposed in the state-of-art. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

cbow nlp-machine-learning streaming-algorithms online-learning streaming-data incremental-learning wordembeddings pytorch-nlp skipgram-algorithm

UpdatedFeb 26, 2025
Python

luffycodes /attention-word-embedding

Star20

Code for Attention Word Embeddings

natural-language-processing word2vec cbow attention-mechanism

UpdatedOct 31, 2020
Python

MirunaPislar /Word2vec

Star20

word2vec implementation (for skip-gram and cbow) and simple application of word2vec in sentiment analysis

sentiment-analysis word2vec stanford-sentiment-treebank cbow skipgram

UpdatedJan 25, 2019
Python

Anwarvic /CS224n--NLP-with-Deep-Learning

Sponsor

Star18

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

nlp deep-neural-networks deep-learning neural-network word2vec word-embeddings tagging neural-networks gradient-descent glove cbow ner skipgram dependency-parsing word-embedding

UpdatedMay 8, 2021
Jupyter Notebook

shayneobrien /sentiment-classification

Star14

Neural sentiment classification of text using the Stanford Sentiment Treebank (SST-2) movie reviews dataset, logistic regression, naive bayes, continuous bag of words, and multiple CNN variants.

nlp machine-learning text naive-bayes sentiment cnn stanford-sentiment-treebank classification logistic-regression convolutional-neural-networks cbow sentiment-classification continuous-bag-of-words

UpdatedOct 7, 2018
Jupyter Notebook

smafjal /continuous-bag-of-words-pytorch

Star14

Continuous Bag-of-Words (CBOW model implemented in pytorch

nlp deep-learning pytorch cbow continuous-bag-of-words

UpdatedFeb 27, 2018
Python

BlackKakapo /Romanian-Word-Embeddings

Star12

Romanian Word Embeddings. Here you can find pre-trained corpora of word embeddings. Current methods: CBOW, Skip-Gram, Fast-Text (from Gensim library). The .vec and .model files are available for download (all in one archive).

nlp word2vec vocabulary corpus romanian words vectors sentences fasttext skip-gram cbow genism fasttext-embeddings romanian-language

UpdatedDec 26, 2023

rodosingh /Intro-NLP-IIITH

Star9

Course Materials (along with assignments) for Intro to NLP, done as a part for requirement of the course "Introduction to NLP" (course-code: CS7.401.S22) @ IIITH. Note: If you are cloning this or taking help of this repo, try to star the repo.

nlp machine-translation cbow word2vec-model nnlm kneser-ney-smoothing negative-sampling hypernymy-detection witten-bell skipgram-