3 papers
cs.LG2025
AutoDiscovery: Open-ended Scientific Discovery via Bayesian Surprise
Dhruv Agarwal, Bodhisattwa Prasad Majumder, Reece Adamson +8
The promise of autonomous scientific discovery (ASD) hinges not only on answering questions, but also on knowing which questions to ask. Most recent works in ASD explore the use of…
cs.CL2025
Replicating ReLM Results: Validating Large Language Models with ReLM
Reece Adamson, Erin Song
Validating Large Language Models with ReLM explores the application of formal languages to evaluate and control Large Language Models (LLMs) for memorization, bias, and zero-shot p…
cs.LG2025
The Forward-Forward Algorithm: Characterizing Training Behavior
Reece Adamson
The Forward-Forward algorithm is an alternative learning method which consists of two forward passes rather than a forward and backward pass employed by backpropagation. Forward-Fo…