Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations

Paper assessing LLMs’ knowledge boundary across languages presented at ACL 2025

Vienna

63rd Annual Meeting of the Association for Computational Linguistics

Conference website

Noura Al Moubayed

LLMs Language Low-resource language Hallucination Internal representations Knowledge boundary

Noura Al Moubayed contributes to this paper, accepted at ACL 2025, with code available at this repository

Preprint: Xiao, C., Chan, H. P., Zhang, H., Aljunied, M., Bing, L., Moubayed, N. A., & Rong, Y. (2025). Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations (No. arXiv:2504.13816). arXiv. https://doi.org/10.48550/arXiv.2504.13816