Popular GitHub Repositories for Word Embedding

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

Pre-trained models and language resources for Natural Language Processing in Polish

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

Word Embedding + LSTM + FC

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

Dead simple games made with word vectors.

Expose a Top2Vec model with a REST API.

Library for Korean morpheme and word vector representation

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

Geometry-aware Multilingual Embeddings

This repository consists of customized word embedding focused on banking and finance terms which will be helpful in analyzing and classifying financial sentiments or stock price sentiment analysis.

This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code. Here, you can find the solution for all classes starting form 2018

Automated solver for Semantris using OpenCV and Word Embeddings

Retraining embedding models to incorporate emotional constraints.

Natural Language Processing with Python, Python ile Dogal Dil Isleme

Learning Ontologies Via Embeddings

BabelNet (and WordNet) sense embedding trained with Word2Vec and FastText

Embedding Quantization (Compress Word Embeddings)

Embedding a text to a vector by pre-trained BERT word embeddings and pooling layers, for the pur[ose of text similarity measuring

Bangla News Article Categorization Using Conv-LSTM Net. It is a multi-class classification problem.