3 papers
cs.CL2025
Applying Psychometrics to Large Language Model Simulated Populations: Recreating the HEXACO Personality Inventory Experiment with Generative Agents
Sarah Mercer, Daniel P. Martin, Phil Swatton
Generative agents powered by Large Language Models demonstrate human-like characteristics through sophisticated natural language interactions. Their ability to assume roles and per…
cs.LG2025
TimeCluster with PCA is Equivalent to Subspace Identification of Linear Dynamical Systems
Christian L. Hines, Samuel Spillard, Daniel P. Martin
TimeCluster is a visual analytics technique for discovering structure in long multivariate time series by projecting overlapping windows of data into a low-dimensional space. We sh…
cs.LG2025
Brief analysis of DeepSeek R1 and its implications for Generative AI
Sarah Mercer, Samuel Spillard, Daniel P. Martin
In late January 2025, DeepSeek released their new reasoning model (DeepSeek R1); which was developed at a fraction of the cost yet remains competitive with OpenAI's models, despite…