Tobias Renwick

WordTies: Measuring Word Associations in Language Models via Constrained Sampling

Word associations are widely used in psychology to provide insights on how humans perceive and understand concepts. Comparing word associations in language models (LMs) to those generated by human subjects can serve as a proxy to uncover embedded lexical and commonsense knowledge in language models.…