NLP projects repository

This repository contains python code for projects related to NLP.

• Word2Vec embeddings using skip-gram negative sampling
• Text summarization seq2seq model (work in progress)

Set up repository

• Install poetry package and dependency manager:

make poetry

• Create virtual environment and install dependencies:

make venv

Word2Vec model

• Setting up PostgreSQL database and load training data into database table (docker is required):

make db

• Initialize Word2Vec model training:

make train

• Test trained embeddings on word similarity task:

make wordsim