2 papers
cs.CL2025
Orthographic Constraint Satisfaction and Human Difficulty Alignment in Large Language Models
Bryan E. Tuck, Rakesh M. Verma
Large language models must satisfy hard orthographic constraints during controlled text generation, yet systematic cross-family evaluation remains limited. We evaluate 39 configura…
cs.LG2025
Guided Perturbation Sensitivity (GPS): Detecting Adversarial Text via Embedding Stability and Word Importance
Bryan E. Tuck, Rakesh M. Verma
Adversarial text attacks remain a persistent threat to transformer models, yet existing defenses are typically attack-specific or require costly model retraining, leaving a gap for…