11 citations · 11 across the 5 of their papers we have counts for
Showing 2025Show all
3 papers · 1 filter
cs.CL2025
Punctuation and Predicates in Language Models
Sonakshi Chauhan, Maheep Chaudhary, Koby Choy +2
In this paper we explore where information is collected and how it is propagated throughout layers in large language models (LLMs). We begin by examining the surprising computation…
cs.AI2025
Beyond Black-Box Obfuscation: Mechanistic Analysis and Defense of White-Box Monitors
Maheep Chaudhary, Fazl Barez
White-box monitoring is increasingly adopted as an auditing tool as Large Language Models (LLMs) are deployed in daily operations to ensure safe model behavior. However, white-box…
cs.LG2025
Studying Cross-cluster Modularity in Neural Networks
Satvik Golechha, Maheep Chaudhary, Joan Velja +2
An approach to improve neural network interpretability is via clusterability, i.e., splitting a model into disjoint clusters that can be studied independently. We define a measure…