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Y. Gal

发表论文 222 篇 · 总被引 44251 次 · h-index 67

代表论文

  • Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation (2023 · International Conference on Learning Representations · 被引 886)
  • The Curse of Recursion: Training on Generated Data Makes Models Forget (2023 · arXiv.org · 被引 528)
  • How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions (2023 · arXiv.org · 被引 102)
  • Fine-tuning can cripple your foundation model; preserving features may be the solution (2023 · Trans. Mach. Learn. Res. · 被引 101)
  • LLM Censorship: A Machine Learning Challenge or a Computer Security Problem? (2023 · arXiv.org · 被引 83)
  • Prediction-Oriented Bayesian Active Learning (2023 · International Conference on Artificial Intelligence and Statistics · 被引 78)