AI RESEARCH
Uncovering Autoregressive LLM Knowledge of Thematic Fit in Event Representation
arXiv CS.AI
•
ArXi:2410.15173v4 Announce Type: replace-cross The thematic fit estimation task measures semantic arguments' compatibility with a given semantic role for a given predicate. We investigate if autoregressive LLMs have consistent, expressible knowledge of event arguments' thematic fit by experimenting with various prompt designs, manipulating input context, reasoning, and output forms.