Topic Modelling for Humans

🦆 Contextually-keyed word vectors

A fast, efficient universal vector embedding utility package.

Data repository for pretrained NLP models and NLP corpora.

中文詞向量訓練教學

Fast word vectors with little memory usage in Python

ADAM - A Question Answering System. Inspired from IBM Watson

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

Pre-trained Word2Vec Model for Turkish

Web-ify your word2vec: framework to serve distributional semantic models online

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

A simple Python3 tool to detect similarities between files within a repository

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Using pre trained word embeddings (Fasttext, Word2Vec)

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

📓 Long(er) text representation and classification using Doc2Vec embeddings

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).