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wordembeddings

Here are 98 public repositories matching this topic...

mayabot / fastText4j

Implementing Facebook's FastText with java

kotlin java word2vec fasttext wordembeddings

Updated Apr 23, 2020

PrashantRanjan09 / WordEmbeddings-Elmo-Fasttext-Word2Vec

Using pre trained word embeddings (Fasttext, Word2Vec)

nlp word2vec classification gensim glove fair fasttext ai2 wordembedding wordembeddings glove-embeddings gensim-word2vec elmo-8 allennlp fasttext-python

Updated Jun 19, 2018
Python

Andras7 / word2vec-pytorch

Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling

word2vec pytorch skipgram wordembeddings sub-sampling negative-sampling cosine-annealing

Updated Jan 21, 2021
Python

tca19 / dict2vec

Dict2vec is a framework to learn word embeddings using lexical dictionaries.

c word2vec word-embeddings embeddings semantic-similarity wordembedding wordembeddings spearman

Updated Jan 8, 2021
Python

TalSchuster / CrossLingualContextualEmb

Cross-Lingual Alignment of Contextual Word Embeddings

nlp pytorch bert wordembeddings crosslingual allennlp elmo zeroshot-learning contextual-embeddings

Updated Feb 12, 2020
Python

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

golang nearest-neighbor-search http-server similarity-search annoy wordembeddings wordvectors

Updated Aug 30, 2019
Go

chenbjin / LRCWE

基于知识库信息的词向量模型

word2vec wordembeddings

Updated Dec 27, 2018
C

martialblog / word_embedding_storage

Storage and retrieval of Word Embeddings in various databases

database jupyter-notebook wordembeddings

Updated Sep 6, 2018
Jupyter Notebook

Janinanu / Retrieval-based_Chatbot

deep-learning encoder chatbot pytorch lstm dialogue-agents dialogue-systems dialogue-generation wordembeddings

Updated Jul 31, 2019
Jupyter Notebook

tca19 / near-lossless-binarization

This repository contains source code to binarize any real-value word embeddings into binary vectors.

word-embeddings autoencoder binarization wordembeddings quantized-neural-networks binary-word-embeddings binary-word-vectors

Updated Jan 7, 2021
C

n0obcoder / Skip-Gram-Model-PyTorch

PyTorch implementation of the Word2Vec (Skip-Gram Model) and visualizing the trained embeddings using TSNE

python nlp natural-language-processing word2vec pytorch neural-networks skip-gram tsne skipgram wordembeddings

Updated Sep 6, 2020
Python

Sentence-Aspect-Category-Detection

Nomiluks / Sentence-Aspect-Category-Detection

Aspect-Based Sentiment Analysis

tensorflow vector nltk neural-networks aspects category-recognition wordembeddings textmining gensim-word2vec aspect-category-detection sentence-vector

Updated Apr 6, 2022
Jupyter Notebook

coosto / dutch-word-embeddings

Dutch word embeddings, trained on a large collection of Dutch social media messages and news/blog/forum posts.

nlp word2vec dutch word2vec-model wordembeddings coosto

Updated Feb 22, 2022
Python

paulbricman / semantica

Sponsor

Extending conceptual thinking with semantic embeddings.

nlp embeddings creativity wordembeddings tools-for-thought

Updated Sep 21, 2021
Python

D2KLab / twitpersonality

TwitPersonality: Computing Personality Traits from Tweets using Word Embeddings and Supervised Learning

python natural-language-processing twitter svm regression tweepy personality-traits lasso-regression wordembeddings big5

Updated Jan 31, 2019
Python

tigerchen52 / LOVE

ACL22 paper: Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost

nlp wordembeddings out-of-vocabulary

Updated Mar 21, 2022
Python

JoyeBright / DeepSentiPers

Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"

deep-neural-networks sentiment-analysis neural-network keras corpus cnn dataset lstm classification opinion-mining score data-augmentation polarity wordembeddings architectures fasttext-embeddings persian-sentiment persian-sentiment-analysis

Updated Jul 2, 2021
Jupyter Notebook

m-clark / text-analysis-with-R

📖

📚

📰 Workshop that demonstrates using and analyzing text in R.

r sentiment-analysis text regex factor character topic-modeling shakespeare carver pos-tagging wordembeddings tidytext quanteda barthelme text2vec

Updated Sep 9, 2018
R

PrashantRanjan09 / Improved-Word-Embeddings

Improving Word Embeddings by combining word embeddings with their POS (Part Of Speech) tag.

pos part-of-speech-tagger wordembeddings

Updated Aug 18, 2020
Python

azpoliak / eco

Code and data related to "Efficient, Compositional, Order-Sensitive n-gram Embeddings" (EACL 2017)

nlp wordembeddings eacl17

Updated Apr 6, 2017
Python

AminMozhgani / Persian_Word2Vec

A Persian Word2Vec Model trained by Wikipedia articles

text-mining word2vec persian wordembeddings

Updated Jan 5, 2018

chronogram

bab2min / chronogram

Diachronic Word Embedding Model based on Word2vec Skip-gram with Chebyshev approximation

nlp word2vec python-library wordembeddings

Updated Feb 1, 2021
C++

rehanraza24 / Twitter-Text-Sentiment-Analysis-

Twitter Text Sentiment Analysis (Preprocessing using Spacy)

nlp sentiment-analysis text-classification tensorflow keras neural-networks text-processing nlp-machine-learning lstm-neural-networks sentiment-classification wordembeddings

Updated Jan 10, 2021
Jupyter Notebook

jinwangjoshua / Opinio-Extraction

Opinion Extraction based on Amazon Reviews

nlp review ecommerce deeplearning product-reviews wordembeddings opinion-extraction

Updated Dec 13, 2018
Jupyter Notebook

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 bias wordembeddings

Updated May 3, 2021
Jupyter Notebook

tchanda90 / covid19-textmining

https://tchanda90.github.io/covid19-textmining/

nlp machine-learning word2vec tfidf wordembeddings

Updated Apr 4, 2020
Jupyter Notebook

zgornel / EmbeddingsAnalysis.jl

A package for embeddings processing

embeddings postprocessing wordembeddings

Updated Jun 2, 2021
Julia

jpnevrones / Amazon-fine-food-review

Review classification and recommendation system based on random forest and data analysis of amazon food review dataset

data-science random-forest distance word2vec matrix-factorization classification gensim recommender-system svd cosine wordembeddings probabilistic-matrix-factorization

Updated Mar 28, 2018
Jupyter Notebook

AmmarRashed / word_embeddings_hp

Training and exploring Word2Vec and FastText on Harry Potter books corpus

nlp word2vec scikit-learn harry-potter dimensionality-reduction semantic-similarity fasttext tsne nlp-machine-learning wordembeddings

Updated Jul 19, 2018
Jupyter Notebook

Ermlab / polish-word-embeddings-review

Evaluation of polish word embeddings prepared by various research groups. Evaluation is done by words analogy task

nlp machine-learning deep-learning word2vec computational-linguistics fasttext wordembeddings polish-language

Updated Jan 15, 2021
Python

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