Cheap Learning: Maximising Performance of Language Models for Social Data Science Using Minimal Data

1 code implementation • 22 Jan 2024 • Leonardo Castro-Gonzalez, Yi-Ling Chung, Hannak Rose Kirk, John Francis, Angus R. Williams, Pica Johansson, Jonathan Bright

These `cheaper' learning techniques hold significant potential for the social sciences, where development of large labelled training datasets is often a significant practical impediment to the use of machine learning for analytical tasks.

Prompt Engineering Transfer Learning