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Up a levelNumber of items: 3.
Ariyani, Nurul
2026.
Understanding the limitations of logical reasoning in Language Models.
PhD Thesis,
Cardiff University.
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Ariyani, Nurul, Bouraoui, Zied, Booth, Richard  ORCID: https://orcid.org/0000-0002-6647-6381 and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881
2025.
There’s no such thing as simple reasoning for LLMs.
Presented at: The 63rd Annual Meeting of the Association for Computational Linguistics,
Vienna, Austria,
27 July - 1 August 2025.
Published in: Waxiang, C., Nabende, J., Shutova, E. and Pilehvar, M. T. eds.
Findings of the Association for Computational Linguistics: ACL 2025.
Association for Computational Linguistics,
pp. 4503-4514.
10.18653/v1/2025.findings-acl.232
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Ariyani, Nurul, Bouraoui, Zied, Booth, Richard ORCID: https://orcid.org/0000-0002-6647-6381 and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881
2024.
Can language models learn embeddings of propositional logic assertions?
Presented at: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING),
Turin, Italy,
20-25 May 2024.
Published in: Calzolari, Nicoletta, Kan, Min-Yen, Hoste, Veronique, Lenci, Alessandro, Sakti, Sakriani and Xue, Nianwen eds.
Proceedings of Joint International Conference on Computational Linguistics, Language Resources and Evaluation.
European Language Resources Association,
pp. 2766-2776.
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