Joke-Generation

A project that I created with two clasmmates for my postgraduate, more precisely, the course of Natural Language Processing (NLP).

Objective

Generate jokes and classify them to predifined categories.

Solution

In order to implement our objective, we had to solve two tasks: 1) joke generation and 2) joke classification

Joke generation

• LSTM

Joke classifiaction

• Logistic regression

Files

• data -> Contains the jokes datasets
• preprocessing -> Contains the code that preprocess the jokes datasets
• generation -> Contains the code that creates the LSTM, which generates the new jokes
• classification -> Contains the code that creates the logistic regression model, which classifies the generated jokes to categories