JobSkape: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching

Computer Science

• Annotation 100%
• Benchmarking 100%
• Classification Models 100%
• Large Language Model 100%
• Open Source 100%
• Synthetic Data 100%
• Synthetic Datasets 100%
• Training Data 100%
• Use Case 100%

Keyphrases

• Classification Model 33%
• Job Postings 100%
• Large Language Models 33%
• Matching Task 33%
• Model Benchmarking 33%
• Quality-oriented 33%
• Recent Approaches 33%
• Short Sentences 33%
• Similarity Model 33%
• Skill Matching 100%
• Surface Form 33%
• Synthetic Data 66%
• Synthetic Training Data 33%
• Taxonomy Matching 33%
• Training Model 33%