wordembeddings

There are 1 repository under wordembeddings topic.

Andras7 / word2vec-pytorch
Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling
word2vec pytorch negative-sampling skipgram cosine-annealing wordembeddings sub-sampling
Language:Python 173
mayabot / fastText4j
Implementing Facebook's FastText with java
fasttext java kotlin word2vec wordembeddings
159
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
tca19 / dict2vec
Dict2vec is a framework to learn word embeddings using lexical dictionaries.
wordembeddings wordembedding word2vec spearman semantic-similarity word-embeddings c embeddings
Language:Python 115
huichen / wordvector_be
Web服务：使用腾讯 800 万词向量模型和 spotify annoy 引擎得到相似关键词
annoy golang http-server nearest-neighbor-search similarity-search wordembeddings wordvectors
Language:Go 99
TalSchuster / CrossLingualContextualEmb
Cross-Lingual Alignment of Contextual Word Embeddings
pytorch nlp wordembeddings zeroshot-learning crosslingual elmo allennlp bert contextual-embeddings
Language:Python 98
martialblog / word_embedding_storage
Storage and retrieval of Word Embeddings in various databases
wordembeddings database jupyter-notebook
Language:Jupyter Notebook 51
chenbjin / LRCWE
基于知识库信息的词向量模型
word2vec wordembeddings
Language:C 48
n0obcoder / Skip-Gram-Model-PyTorch
PyTorch implementation of the Word2Vec (Skip-Gram Model) and visualizing the trained embeddings using TSNE
skipgram skip-gram nlp natural-language-processing tsne word2vec wordembeddings pytorch python neural-networks
Language:Python 48
tca19 / near-lossless-binarization
This repository contains source code to binarize any real-value word embeddings into binary vectors.
word-embeddings wordembeddings quantized-neural-networks autoencoder binary-word-embeddings binarization binary-word-vectors
Language:C 46
coosto / dutch-word-embeddings
Dutch word embeddings, trained on a large collection of Dutch social media messages and news/blog/forum posts.
coosto dutch wordembeddings word2vec word2vec-model nlp
Language:Python 43
Janinanu / Retrieval-based_Chatbot
chatbot dialogue-systems dialogue-generation dialogue-agents pytorch wordembeddings lstm encoder deep-learning
Language:Jupyter Notebook 40
Sentence-Aspect-Category-Detection
Nomiluks / Sentence-Aspect-Category-Detection
Aspect-Based Sentiment Analysis
neural-networks textmining tensorflow nltk gensim-word2vec wordembeddings category-recognition aspect-category-detection aspects vector sentence-vector
Language:Jupyter Notebook 37
paulbricman / semantica
Extending conceptual thinking with semantic embeddings.
creativity embeddings nlp tools-for-thought wordembeddings
Language:Python 34
JoyeBright / DeepSentiPers
Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"
sentiment-analysis wordembeddings keras neural-network lstm cnn fasttext-embeddings classification polarity opinion-mining score persian-sentiment persian-sentiment-analysis data-augmentation deep-neural-networks corpus dataset architectures
Language:Jupyter Notebook 28
D2KLab / twitpersonality
TwitPersonality: Computing Personality Traits from Tweets using Word Embeddings and Supervised Learning
python svm regression wordembeddings personality-traits big5 lasso-regression natural-language-processing twitter tweepy
Language:Python 26
davidycliao / flaiR
flairR: Bring Amazing Flair NLP to R
flair named-entity-recognition nlp part-of-speech-tagger r-programming sentiment-analysis transformer natural-language-processing ner huggingface-transformers wordembeddings
Language:R 24
m-clark / text-analysis-with-R
:book: :books: :newspaper: Workshop that demonstrates using and analyzing text in R.
r text character factor regex sentiment-analysis pos-tagging topic-modeling tidytext quanteda barthelme carver shakespeare text2vec wordembeddings
Language:R 23
dccuchile / rivertext
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!
incremental-learning nlp-machine-learning streaming-algorithms streaming-data online-learning pytorch-nlp cbow skipgram-algorithm wordembeddings
Language:Python 18
PrashantRanjan09 / Improved-Word-Embeddings
Improving Word Embeddings by combining word embeddings with their POS (Part Of Speech) tag.
wordembeddings pos part-of-speech-tagger
Language:Python 18
gazelle93 / Transformer-Various-Positional-Encoding
This project aims to implement the Transformer Encoder blocks using various Positional Encoding methods.
nlp gensim natural-language-processing nltk pytorch relative-positional-encoding relative-positional-representation spacy t5 transformer transformer-encoder wordembeddings
Language:Python 16
azpoliak / eco
Code and data related to "Efficient, Compositional, Order-Sensitive n-gram Embeddings" (EACL 2017)
eacl17 nlp wordembeddings
Language:Python 14
chronogram
bab2min / chronogram
Diachronic Word Embedding Model based on Word2vec Skip-gram with Chebyshev approximation
wordembeddings word2vec nlp python-library
Language:C++ 11
AminMozhgani / Persian_Word2Vec
A Persian Word2Vec Model trained by Wikipedia articles
word2vec persian text-mining wordembeddings
10
rehanraza24 / Twitter-Text-Sentiment-Analysis-
Twitter Text Sentiment Analysis (Preprocessing using Spacy)
text-classification text-processing tensorflow wordembeddings sentiment-classification sentiment-analysis nlp-machine-learning nlp keras lstm-neural-networks neural-networks
Language:Jupyter Notebook 10
study-ml / word2vec-demo
Visualize word2vec in javascript
html javascript machine-learning skipgram word2vec wordembeddings
Language:JavaScript 10
tomfran / caselaw-temporal-analysis
Temporal analysis of legal texts via topic modelling and temporal word embeddings
information-retrieval latent-dirichlet-allocation spacy illinois-courts caselaw semantic-shifts wordembeddings
Language:Jupyter Notebook 6
jinwangjoshua / Opinio-Extraction
Opinion Extraction based on Amazon Reviews
ecommerce review product-reviews opinion-extraction nlp wordembeddings deeplearning
Language:Jupyter Notebook 5
alisonsneyd / Gender_bias_word_embeddings
The repository contains code to replicate the experiments in the paper "Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs", by Haiyang Zhang, Alison Sneyd and Mark Stevenson, AACL 2020.
nlp wordembeddings bias
Language:Jupyter Notebook 4
BlackKakapo / Icelandic-Word-Embedding
Icelandic Word Embeddings. Here you can find pre-trained corpora of word embeddings. Current methods: CBOW, Skip-Gram, Fast-Text (from Gensim library). The .model file are available for download.
nlp word2vec wordembeddings cbow skipgram fasttext python
4
Ermlab / polish-word-embeddings-review
Evaluation of polish word embeddings prepared by various research groups. Evaluation is done by words analogy task
wordembeddings word2vec fasttext nlp polish-language computational-linguistics machine-learning deep-learning
Language:Python 4
janmejaybhoi / NLU_Word_Embedding
Word Embedding visualization with T-SNE (t-distributed stochastic neighbor embedding) for BERT, ALBERT, ELMO, ELECTRA, XLNET, GLOVE.
wordembeddings nlu nlp ber albert elmo glove-embeddings xlnet electra sarcasm-detection tsne-visualization dimensionality-reduction
Language:Jupyter Notebook 4
jpnevrones / Amazon-fine-food-review
Review classification and recommendation system based on random forest and data analysis of amazon food review dataset
classification random-forest gensim recommender-system matrix-factorization probabilistic-matrix-factorization word2vec wordembeddings cosine distance svd data-science
Language:Jupyter Notebook 4
tchanda90 / covid19-textmining
https://tchanda90.github.io/covid19-textmining/
nlp machine-learning wordembeddings word2vec tfidf
Language:Jupyter Notebook 4
TGDivy / Language-Evolution
We use reinforcement learning to study how language can be used as a tool for agents to accomplish tasks in their environment, and show that structure in the evolved language emerges naturally through iterated learning, leading to the development of compositional language for describing and generalising about unseen objects.
iterated-learning language-evolution multiagent-reinforcement-learning natural-language-generation pomdp ppo reinforcement-learning student-teacher-learning wordembeddings
Language:Python 4
zgornel / EmbeddingsAnalysis.jl
A package for embeddings processing
embeddings wordembeddings postprocessing
Language:Julia 4

wordembeddings

Andras7 / word2vec-pytorch

mayabot / fastText4j

PrashantRanjan09 / WordEmbeddings-Elmo-Fasttext-Word2Vec

tca19 / dict2vec

huichen / wordvector_be

TalSchuster / CrossLingualContextualEmb

martialblog / word_embedding_storage

chenbjin / LRCWE

n0obcoder / Skip-Gram-Model-PyTorch

tca19 / near-lossless-binarization

coosto / dutch-word-embeddings

Janinanu / Retrieval-based_Chatbot

Nomiluks / Sentence-Aspect-Category-Detection

paulbricman / semantica

JoyeBright / DeepSentiPers

D2KLab / twitpersonality

davidycliao / flaiR

m-clark / text-analysis-with-R

dccuchile / rivertext

PrashantRanjan09 / Improved-Word-Embeddings

gazelle93 / Transformer-Various-Positional-Encoding

azpoliak / eco

bab2min / chronogram

AminMozhgani / Persian_Word2Vec

rehanraza24 / Twitter-Text-Sentiment-Analysis-

study-ml / word2vec-demo

tomfran / caselaw-temporal-analysis

jinwangjoshua / Opinio-Extraction

alisonsneyd / Gender_bias_word_embeddings

BlackKakapo / Icelandic-Word-Embedding

Ermlab / polish-word-embeddings-review

janmejaybhoi / NLU_Word_Embedding

jpnevrones / Amazon-fine-food-review

tchanda90 / covid19-textmining

TGDivy / Language-Evolution

zgornel / EmbeddingsAnalysis.jl