Using Natural Sentence Prompts for Understanding Biases in Language Models
Sarah Alnegheimish, Alicia Guo, Yi Sun
2022Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies14 citationsDOIOpen Access PDF
Abstract
Evaluation of biases in language models is often limited to synthetically generated datasets. This dependence traces back to the need of prompt-style dataset to trigger specific behaviors of language models.
Topics & Concepts
SentenceComputer scienceNatural language processingNatural languageNatural (archaeology)Artificial intelligenceStyle (visual arts)Natural language generationLanguage modelNatural language understandingHistoryArchaeologyNatural Language Processing TechniquesText Readability and Simplification