BERTMeSH: deep contextual representation learning for large-scale high-performance MeSH indexing with full text.
You Ronghui, Liu Yuxuan, Mamitsuka Hiroshi, +1 more·Bioinformatics (Oxford, England)
MOTIVATION: With the rapid increase of biomedical articles, large-scale automatic Medical Subject Headings (MeSH) indexing has become increasingly important. FullMeSH, the only method for large-scale MeSH indexing with full text, suffers from three major drawbacks: FullMeSH (i) uses Learning To Rank, which is time-cons…