2025
Improving Occupational ISCO Classification of Multilingual Swiss Job Postings with LLM-Refined Training Data
ACL 2025finding
Classifying occupations in multilingual job postings is challenging due to noisy labels, language variation, and domain-specific terminology. We present a method that refines silver-standard ISCO labels by consolidating them with predictions from pre-fine-tuned models, using large language model (LL…