Predicting Sustainable Development Goals Using Course Descriptions -- from LLMs to Conventional Foundation Models

We present our work on predicting United Nations sustainable development goals (SDG) for university courses. We use an LLM named PaLM 2 to generate training data given a noisy human-authored course description input as input. We use this data to train several different smaller language models to pre...

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Bibliographic Details

Published in:	Journal of data mining and digital humanities Vol. NLP4DH
Main Authors:	Kharlashkin, Lev, Macias, Melany, Huovinen, Leo, Hämäläinen, Mika
Format:	Journal Article
Language:	English
Published:	INRIA 29.04.2024 Nicolas Turenne
Subjects:	Computation and Language Computer Science computer science - computation and language multi label classification LLM SDG multi label classification LLM SDG
ISSN:	2416-5999, 2416-5999
Online Access:	Get full text
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