Jaehun Jung

University of Washington researcher and first author of Trust or Escalate. The paper gives LLM judges a provable guarantee of agreement with humans: each judge abstains when it is not confident, and cases escalate through a cascade of increasingly capable judges.

Known For

• Trust or Escalate - LLM Judges with Provable Guarantees for Human Agreement (arXiv:2407.18370, ICLR 2025), with Faeze Brahman and Yejin Choi. It introduced Cascaded Selective Evaluation and Simulated Annotators.

Articles

• Trust or Escalate - LLM Judges with Provable Guarantees for Human Agreement

Related Concepts

• Staged Judging
• Judge Calibration
• LLM as Judge

People

• Yejin Choi: co-author