Skill Extraction Datasets
Collection
Datasets for skill extraction from job ads, annotated with ESCO skills on sentence or span level.
•
5 items
•
Updated
•
1
TechWolf
company
Verified
AI & ML interests
Natural Language Processing - Information Extraction - Human Resources
Recent Activity
TechWolf's activity
jensjorisdecorteÂ
updated
a
collection
about 17 hours ago
JeroenVHÂ
authored
5
papers
about 2 months ago
Leveraging the Inherent Hierarchy of Vacancy Titles for Automated Job Ontology Expansion
Paper
•
2004.02814
•
Published
Extreme Multi-Label Skill Extraction Training using Large Language Models
Paper
•
2307.10778
•
Published
JobBERT: Understanding Job Titles through Skills
Paper
•
2109.09605
•
Published
SkillMatch: Evaluating Self-supervised Learning of Skill Relatedness
Paper
•
2410.05006
•
Published
Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models
Paper
•
1910.00275
•
Published
jensjorisdecorteÂ
authored
4
papers
8 months ago
Extreme Multi-Label Skill Extraction Training using Large Language Models
Paper
•
2307.10778
•
Published
JobBERT: Understanding Job Titles through Skills
Paper
•
2109.09605
•
Published
Career Path Prediction using Resume Representation Learning and Skill-based Matching
Paper
•
2310.15636
•
Published
Design of Negative Sampling Strategies for Distantly Supervised Skill Extraction
Paper
•
2209.05987
•
Published
jensjorisdecorteÂ
updated
a
Space
almost 3 years ago