Entity Linking in the Job Market Domain | allainews.com

Feb. 1, 2024, 12:41 p.m. | Mike Zhang Rob van der Goot Barbara Plank

cs.CL updates on arXiv.org arxiv.org

In Natural Language Processing, entity linking (EL) has centered around Wikipedia, but yet remains underexplored for the job market domain. Disambiguating skill mentions can help us get insight into the current labor market demands. In this work, we are the first to explore EL in this domain, specifically targeting the linkage of occupational skills to the ESCO taxonomy (le Vrang et al., 2014). Previous efforts linked coarse-grained (full) sentences to a corresponding ESCO skill. In this work, we link more …

cs.cl current domain explore insight job job market labor labor market language language processing natural natural language natural language processing processing targeting wikipedia work

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