🧮 Python package to construct word embeddings for small data using PMI and SVD

Data and code for "Understanding Linearity of Cross-Lingual Word Embedding Mappings" (TMLR 2022)

Finding word analogies using GLoVe word embeddings

Operations on word vectors - measure similarity using cosine similarity, solve word analogy problems, reduce gender bias in word embedding.

📶 NetBERT: a domain-specific BERT model for computer networking.

An implementation of the GloVe model using 100% rust

This project investigates similar word prediction using pre-trained word embeddings from the Gensim library.

Word2Vec Tensorflow implementation with word sense disambiguation.

An interactive Streamlit web app for exploring and visualizing word embeddings using pre-trained models like GloVe, Word2Vec, and FastText.

Evaluated the word vectors learned from both nce and cross entropy loss functions using word analogy tests

Use of word embeddings and document similarity to solve word analogy problems