SkillSpan: Hard and Soft Skill Extraction from English Job Postings. (arXiv:2204.12811v1 [cs.CL])

Skill Extraction (SE) is an important and widely-studied task useful to gain
insights into labor market dynamics. However, there is a lacuna of datasets and
annotation guidelines; available datasets are few and contain crowd-sourced
labels on the span-level or labels from a predefined skill inventory. To
address this gap, we introduce SKILLSPAN, a novel SE dataset consisting of
14.5K sentences and over 12.5K annotated spans. We release its respective
guidelines created over three different sources annotated for hard and soft …

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