2 citations · 2 across the 2 of their papers we have counts for
3 papers
From Token Probabilities to Semantic Constraints: Towards Declarative Probabilistic Evaluation of Language Models
Kyle Richardson, Cullen Anderson, Pranav Balakrishnan +4
While Large Language Models have improved rapidly, many fundamental questions remain about how to evaluate the knowledge and reasoning abilities they acquire, and how such evaluati…
Understanding and Mitigating Dataset Corruption in LLM Steering
Cullen Anderson, Narmeen Oozeer, Foad Namjoo +3
Contrastive steering has been shown as a simple and effective method to adjust the generative behavior of LLMs at inference time. It uses examples of prompt responses with and with…
Band Depth Clustering for Nonstationary Time Series and Wind Speed Behavior
Laura L. Tupper, David S. Matteson, C. Lindsay Anderson
We explore the behavior of wind speed over time, using the Eastern Wind Dataset published by the National Renewable Energy Laboratory. This dataset gives wind speeds over three yea…