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20152026
most citedeXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys

101 citations · 197 across the 14 of their papers we have counts for

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cs.CL2026

Broad and Efficient PII Detection with Unified Labels

Andy Hsu, Konstantin Berlin

Personally Identifiable Information (PII) detection models must efficiently find identifiers across diverse contexts while maintaining a low false-positive rate (FPR) on high-volum…

cs.CL2026

Improving Labeling Consistency with Detailed Constitutional Definitions and AI-Driven Evaluation

Konstantin Berlin, Adam Swanda

Many automated labeling pipelines classify inputs into categories defined by a written specification, content moderation being a prominent use case. Simple category definitions are…