GENNDER is a seq2seq chatbot trained on data from any subreddit. Created for the purpose of exploring the construction of gender by generative AI on a small and controlled scale, GENNDER was used in my thesis, Breaking into Binaries: Exploring AI’s Constructions of Women and Feminist Perspectives on AI Interaction.
- GENNDER.ipynb: train seq2seq model using dialogue pairs of reddit data, interact with produced chatbot, run sentiment analysis on chatbot responses
- PRAW_reddit_data.ipynb: get reddit discourse data based on a given subreddit
This project borrows code from the following sources
- Matthew Inkawhich's PyTorch chatbot tutorial: https://github.com/ywk991112/pytorch-chatbot
- Thu Vu's Reddit API tutorial: https://www.youtube.com/watch?v=EE1Y2enHrcU