TL;DR
Should sociologists and chemists learn machine learning methods? In this story, we track the emergence of computational methods such as deep neural networks and machine learning in courses at UVM using course catalogs.
Technical prowess (optional)
- Our LLM-assisted data annotation pipeline:
olmoOCR for parsing PDFs (not only as OCR, but potentially to recognize courses)OLMO for labeling data on Label-Studio. Ham and spam kind of classication, but we will see if OLMO outperforms other classical approaches on binary classification task (is this course about, or make use, of computational methods or not).
TL;DR
Should sociologists and chemists learn machine learning methods? In this story, we track the emergence of computational methods such as deep neural networks and machine learning in courses at UVM using course catalogs.
Technical prowess (optional)
olmoOCRfor parsing PDFs (not only as OCR, but potentially to recognize courses)OLMOfor labeling data on Label-Studio. Ham and spam kind of classication, but we will see if OLMO outperforms other classical approaches on binary classification task (is this course about, or make use, of computational methods or not).