Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling
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Jan 21, 2021 - Python
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wordembeddings
Here are 161 public repositories matching this topic...
Implementing Facebook's FastText with java
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Apr 23, 2020
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
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Jun 19, 2018 - Python
Dict2vec is a framework to learn word embeddings using lexical dictionaries.
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Jan 8, 2021 - Python
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
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Aug 30, 2019 - Go
Cross-Lingual Alignment of Contextual Word Embeddings
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Feb 12, 2020 - Python
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
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Sep 6, 2020 - Python
Storage and retrieval of Word Embeddings in various databases
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Sep 6, 2018 - Jupyter Notebook
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
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Jan 7, 2021 - C
Dutch word embeddings, trained on a large collection of Dutch social media messages and news/blog/forum posts.
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Feb 22, 2022 - Python
deep-learning encoder chatbot pytorch lstm dialogue-agents dialogue-systems dialogue-generation wordembeddings
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Jul 31, 2019 - Jupyter Notebook
Aspect-Based Sentiment Analysis
tensorflow vector nltk neural-networks aspects category-recognition wordembeddings textmining gensim-word2vec aspect-category-detection sentence-vector
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Feb 16, 2023 - Jupyter Notebook
Extending conceptual thinking with semantic embeddings.
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Sep 21, 2021 - Python
Repository for the experiments described in my paper titled "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
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Jul 31, 2025 - Jupyter Notebook
flairR: Bring Amazing Flair NLP to R
nlp natural-language-processing sentiment-analysis transformer named-entity-recognition ner flair part-of-speech-tagger r-programming wordembeddings huggingface-transformers
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Apr 27, 2026 - R
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
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Jan 31, 2019 - Python
📖 📚 📰 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
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Sep 9, 2018 - R
This project aims to implement the Transformer Encoder blocks using various Positional Encoding methods.
nlp natural-language-processing pytorch spacy transformer nltk gensim wordembeddings transformer-encoder t5 relative-positional-encoding relative-positional-representation
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Jun 11, 2025 - Python
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
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Feb 26, 2025 - Python
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