This sequence of assignments progressively introduces students to natural language processing (NLP) through repeated prompt experiments with ChatGPT. Students are beginners learning Python and NLP. Accessing ChatGPT and writing prompt experiments successfully provided the basis for them to investigate the cosine similarity of word embeddings in multiple responses to the same prompt. These assignments succeeded in introducing students to NLP using short generated texts prior to students’ beginning to experiment with larger text corpora. 

Image: Midjourney “Natural Language –no person”