Experiments with LLMs for Converting Language to Logic

Author:

Tammet TanelORCID,Järv PriitORCID,Verrev MartinORCID,Draheim DirkORCID

Publisher

Springer Nature Switzerland

Reference20 articles.

1. Daniel, K.: Thinking, Fast and Slow. Macmillan, New York (2011)

2. De Marneffe, M.C., Manning, C.D., Nivre, J., Zeman, D.: Universal dependencies. Comput. Linguist. 47(2), 255–308 (2021)

3. Dziri, N., et al.: Faith and fate: limits of transformers on compositionality. In: Advances in Neural Information Processing Systems, vol. 36 (2024)

4. Gupta, G., et al.: Building intelligent systems by combining machine learning and automated commonsense reasoning. In: Proceedings of the AAAI Symposium Series, vol. 2, pp. 272–276 (2023)

5. Järv, P., Tammet, T., Verrev, M., Draheim., D.: Knowledge integration for commonsense reasoning with default logic. In: Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - KEOD, pp. 148–155. INSTICC, SciTePress (2022)

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