Search Results for author:
Found 4 papers, 1 papers with code
Adaptive Circuit Behavior and Generalization in Mechanistic Interpretability
For instance, it is unclear whether the models generalization results from reusing the same circuit components, the components behaving differently, or the use of entirely different components.
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Lastly, our research rediscovers the importance of using alignment metrics beyond simple percent alignment, showing that judges with high percent agreement can still assign vastly different scores.
Automated Discovery of Functional Actual Causes in Complex Environments
This paper introduces functional actual cause (FAC), a framework that uses context-specific independencies in the environment to restrict the set of actual causes.
Hypergraph Clustering: A Modularity Maximization Approach
Clustering on hypergraphs has been garnering increased attention with potential applications in network analysis, VLSI design and computer vision, among others.
