1 code implementation • 8 Mar 2024 • Jio Oh, Soyeon Kim, Junseok Seo, Jindong Wang, Ruochen Xu, Xing Xie, Steven Euijong Whang
Unlike knowledge graphs, which are also used to evaluate LLMs, relational databases have integrity constraints that can be used to better construct complex in-depth questions and verify answers: (1) functional dependencies can be used to pinpoint critical keywords that an LLM must know to properly answer a given question containing certain attribute values; and (2) foreign key constraints can be used to join relations and construct multi-hop questions, which can be arbitrarily long and used to debug intermediate answers.
no code implementations • 24 May 2023 • Geon Heo, Junseok Seo, Steven Euijong Whang
Personalized privacy becomes critical in deep learning for Trustworthy AI.
no code implementations • MIDL 2019 • Hwejin Jung, Bogyu Park, Seungwoo Hyun, Hanwoong Kim, Jinah Lee, Junseok Seo, Sunyoung Koo, Mina Lee
To assist cytogeneticists in karyotyping, we introduce Proxy-ResNeXt-CBAM which is a metric learning based network using proxies with a convolutional block attention module (CBAM) designed for chromosome classification.