Kin Kwan Leung

Researcher, Layer 6 AI

1 paper at NeurIPS 2025

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Poster Session 4

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Document Summarization with Conformal Importance Guarantees

#2016 · Bruce Kuwahara, Chen-Yuan Lin, Xiao Shi Huang, Kin Kwan Leung, Jullian Arta Yapeter, Ilya Stanevich, Felipe Perez, Jesse C. Cresswell

We apply conformal prediction to provide statistical guarantees that all important information within a long-text is captured by an automatically generated summary.