Authors
Michael Cohen
Tilburg University
Abstract
Within psychology, philosophy, and cognitive science, theory of mind refers to the cognitive ability to reason about the mental states of other people, thus recognizing them as having beliefs, knowledge, intentions and emotions of their own. In this project, we construct a natural language inference (NLD) dataset that tests the ability of a state of the art language model, RoBERTa-large finetuned on the MNLI dataset, to make theory of mind inferences related to knowledge and belief. Experimental results suggest that the model struggles with such inferences, including after attempts for further finetuning.
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Assertion.Robert Stalnaker - 1978 - Syntax and Semantics (New York Academic Press) 9:315-332.
Does the Chimpanzee Have a Theory of Mind? 30 Years Later.Josep Call & Michael Tomasello - 2008 - Trends in Cognitive Sciences 12 (5):187-192.

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