Papers by Sif Sonniks
SkillSpan: Hard and Soft Skill Extraction from English Job Postings (2022.naacl-main)
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| Challenge: | Existing studies on Skill Extraction (SE) use crowd-sourced labels or annotations from a predefined skill inventory. |
| Approach: | They propose a dataset that contains 14.5K sentences and over 12.5K annotated spans. |
| Outcome: | The proposed model outperforms non-adapted models and single-task outperformed multi-task learning. |