Melanie Sclar

Fighting Fire with Fire: Assessing Test Set Contamination Through Deliberate Training on Test Data

AI as Humanity’s Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text

PrefPalette: Personalized Preference Modeling with Latent Attributes

Hypothesis-Driven Theory-of-Mind Reasoning for Large Language Models

The Surprising Effectiveness of Membership Inference with Simple N-Gram Coverage

Finding Flawed Fictions: Evaluating Complex Reasoning in Language Models via Plot Hole Detection

Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning