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cs.CL2024★ 3 cited
Do GPT Language Models Suffer From Split Personality Disorder? The Advent Of Substrate-Free Psychometrics
Peter Romero, Stephen Fitz, Teruo Nakatsuma
Previous research on emergence in large language models shows these display apparent human-like abilities and psychological latent traits. However, results are partly contradicting…
cs.CL2024
Hidden Holes: topological aspects of language models
Stephen Fitz, Peter Romero, Jiyan Jonas Schneider
We explore the topology of representation manifolds arising in autoregressive neural language models trained on raw text data. In order to study their properties, we introduce tool…