A post mortem on a prototype web application that generates geology field trip statements for point locations. Plus, thoughts on how LLMs can improve geologic maps.

Comparing geologic maps and large language models: All models are wrong, some are useful

Learnings from an experiment to see if a large language model could be used to generate geologic descriptions of arbitrary point locations around the world.

On Large Language Models and Roadside Bot Geologists

Creating New Metadata from Old Metadata Using Machine-Learning: A Poster Presentation at American Geophysical Union Conference 2019

Nlp

Comparing geologic maps and large language models: All models are wrong, some are useful

On Large Language Models and Roadside Bot Geologists

Using Machine-Learning to Reuse Metadata: Poster at AGU 2019