Papers by Antoine Lernould
MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic (2023.findings-emnlp)
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| Challenge: | Theory of Mind (ToM) is a critical component of intelligence but its assessment remains the subject of heated debates. |
| Approach: | They propose to use dynamic epistemic logic to isolate a particular component of ToM and generate controlled problems in English natural language. |
| Outcome: | The proposed language model scales from 70M to 6B and 350M to 174B do not consistently yield better results than random chance. |