Four word embedding models implemented in Python. Supporting arbitrary context features

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Word Embedding + LSTM + FC

Deep contextualized word representations for Chinese

Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"

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

Dead simple games made with word vectors.

Expose a Top2Vec model with a REST API.

MirasText

Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)

Library for Korean morpheme and word vector representation

Topical Word Embeddings

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

Superfast CUDA implementation of Word2Vec and Latent Dirichlet Allocation (LDA)

Code for the paper "A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling" (ACL2018)

Geometry-aware Multilingual Embeddings

Python project to create a classifier to guess if a Twitter account is a man, a woman or a bot.

Retraining embedding models to incorporate emotional constraints.

Natural Language Processing with Python, Python ile Dogal Dil Isleme

Learning Ontologies Via Embeddings