Sang-Hoon Lee

XINA: Explainable Instance Alignment Using Dominance Relationship

2018 · IEEE Transactions on Knowledge and Data Engineering

Over the past few years, knowledge bases (KBs) like DBPedia, Freebase, and YAGO have accumulated a massive amount of knowledge from web data. Despite their seemingly large size, however, individual KBs often lack comprehensive information …

Quantifying the advantage of domain-specific pre-training on named entity recognition tasks in materials science

2022 · Patterns

A bottleneck in efficiently connecting new materials discoveries to established literature has arisen due to an increase in publications. This problem may be addressed by using named entity recognition (NER) to extract structured summary-level data …