Daniel King

High-Precision Extraction of Emerging Concepts from Scientific Literature

2020

Identification of new concepts in scientific literature can help power faceted search, scientific trend analysis, knowledge-base construction, and more, but current methods are lacking. Manual identification can't keep up with the torrent of new publications, …

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

2019

Despite recent advances in natural language processing, many statistical models for processing text perform extremely poorly under domain shift. Processing biomedical and clinical text is a critically important application area of natural language processing, for …