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

• UpdatedJan 21, 2021
• Python

Implementing Facebook's FastText with java

• UpdatedApr 23, 2020

Using pre trained word embeddings (Fasttext, Word2Vec)

• UpdatedJun 19, 2018
• Python

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

• UpdatedJan 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

• UpdatedAug 30, 2019
• Go

Cross-Lingual Alignment of Contextual Word Embeddings

• UpdatedFeb 12, 2020
• Python

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

• UpdatedSep 6, 2020
• Python

Storage and retrieval of Word Embeddings in various databases

• UpdatedSep 6, 2018
• Jupyter Notebook

基于知识库信息的词向量模型

• UpdatedDec 27, 2018
• C

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

• UpdatedJan 7, 2021
• C

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

• UpdatedFeb 22, 2022
• Python

• UpdatedJul 31, 2019
• Jupyter Notebook

Extending conceptual thinking with semantic embeddings.

• UpdatedSep 21, 2021
• Python

Aspect-Based Sentiment Analysis

• UpdatedFeb 16, 2023
• Jupyter Notebook

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

• UpdatedJan 3, 2023
• Jupyter Notebook

flairR: Bring Amazing Flair NLP to R

• UpdatedJan 31, 2025
• R

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

• UpdatedJan 31, 2019
• Python

📖 📚 📰 Workshop that demonstrates using and analyzing text in R.

• UpdatedSep 9, 2018
• R

This project aims to implement the Transformer Encoder blocks using various Positional Encoding methods.

• UpdatedNov 14, 2022
• 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!

• UpdatedFeb 26, 2025
• Python