May the Data be with you: unlocking polar mysteries with Large Language Models (LLMs)

Speaker: Alice Cavaliere  (CNR-ISP)  -   4 April 2025 - Friday  11:00AM-12:00AM


‎Abstract: This presentation explores the power of Large Language Models (LLMs) in polar research, highlighting their ability to process vast amounts of unstructured data and extract meaningful insights. At the core of these models is the transformer architecture, which enables efficient contextual understanding, sequence processing, and knowledge synthesis across diverse datasets. A key focus will be the development of a Retrieval-Augmented Generation (RAG) application designed for a polar research repository. May the data be with you as we embark on this journey to unlock the mysteries of Earth’s poles!