LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages. - Andrew M. Bean; Simi Hellsten; Harry Mayne; Jabez Magomere; Ethan Chi; Ryan Chi; Scott Hale; Hannah Rose Kirk (NeurIPS, 2024)

Unsupervised Learning Approaches for Identifying ICU Patient Subgroups: Do Results Generalise? - Harry Mayne; Guy Parsons; Adam Mahdi (CoRR, 2024)

Ablation is Not Enough to Emulate DPO: How Neuron Dynamics Drive Toxicity Reduction. - Yushi Yang; Filip Sondej; Harry Mayne; Adam Mahdi (CoRR, 2024)

Can sparse autoencoders be used to decompose and interpret steering vectors? - Harry Mayne; Yushi Yang; Adam Mahdi (CoRR, 2024)

Large language models can help boost food production, but be mindful of their risks. - Djavan De Clercq; Elias Nehring; Harry Mayne; Adam Mahdi (Frontiers Artif. Intell., 2024)

LINGOLY-TOO: Disentangling Memorisation from Reasoning with Linguistic Templatisation and Orthographic Obfuscation. - Jude Khouja; Karolina Korgul; Simi Hellsten; Lingyi Yang; Vlad Neacsu; Harry Mayne; Ryan Kearns; Andrew M. Bean; Adam Mahdi (CoRR, 2025)