A joint embedding model using hierarchy and similarity losses achieves 94.8% occupation accuracy and 89.3% subcategory accuracy on a private job posting dataset, beating several baselines.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Hierarchical Job Classification with Similarity Graph Integration
A joint embedding model using hierarchy and similarity losses achieves 94.8% occupation accuracy and 89.3% subcategory accuracy on a private job posting dataset, beating several baselines.