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aekpalakorn / occupation-classification-career-mobility

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Source code for the data analysis and models, including the FewSOC prompting framework for O*NET-SOC classification, used in the paper "Leveraging Large Language Models for Career Mobility Analysis: A Study of Gender, Race, and Job Change Using U.S. Online Resume Profiles."

regression-analysis resume-analysis career-mobility few-shot-learning labor-economics academic-research gender-disparity large-language-models prompt-engineering llm-classification multilevel-modeling onet-soc socioeconomic-analysis racial-disparity
  • Updated Oct 22, 2025
  • Jupyter Notebook

aekpalakorn / TGRE-Classification

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Source code for the taxonomic knowledge assessment and occupation/skill classification, used in the ICWSM paper "A Multi-Stage Framework with Taxonomy-Guided Reasoning for Occupation Classification Using Large Language Models."

nlp natural-language-processing icwsm academic-research large-language-models taxonomy-classification llm-evaluation esco-taxonomy occupation-classification skill-classification onet-soc
  • Updated Oct 29, 2025
  • Python

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