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cs.CL2023★ 5 cited
Concept-Guided Chain-of-Thought Prompting for Pairwise Comparison Scoring of Texts with Large Language Models
Patrick Y. Wu, Jonathan Nagler, Joshua A. Tucker +1
Existing text scoring methods require a large corpus, struggle with short texts, or require hand-labeled data. We develop a text scoring framework that leverages generative large l…
cs.CL2022
Dictionary-Assisted Supervised Contrastive Learning
Patrick Y. Wu, Richard Bonneau, Joshua A. Tucker +1
Text analysis in the social sciences often involves using specialized dictionaries to reason with abstract concepts, such as perceptions about the economy or abuse on social media.…