Recommended model for generating hierarchical taxonomies?
Hi everyone!I’m in the process of building out an admin tool for storing and classifying GPT outputs.I’ve found ChatGPT quite helpful for developing some of the taxonomies but … it frequently gets stuck and I figured it might be worth looking for a model that was intended to do exactly this.Use-case example prompt:"Please generate 50 categories representing use-cases for ChatGPT. For every category, please add 50 subcategories. Output the data as two columns in CSV with every subcategory on a unique row of the data table."Ie,I’m not looking for a model that can do semantic analysis (“here are my docs, can you determine and output what they’re about”). But rather looking for a model to help with generating a taxonomy from scratch.Rookie at Python but learning quickly so any pointers appreciated!
2024-08-05T13:31:33Z
Some time ago I noticedthis DRAGON-AI paper, which does not describe fully automatic ontology or taxonomy creation (I think it), but you might be interested in it anyway.