PPaperPicks

Katherine Lee

10 papers at tracked venues · 8 at CORE A* · active 20242025

Venues

Frequent coauthors

Papers

  1. Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards
  2. Exploring the limits of strong membership inference attacks on large language models
  3. Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
  4. Measuring memorization in language models via probabilistic extraction
  5. Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training
  6. Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon
  7. Scalable Extraction of Training Data from Aligned, Production Language Models
  8. A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity
  9. Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification
  10. Stealing part of a production language model