A self-supervised pipeline that pairs fine-tuned SBERT with a skill knowledge graph reduces RMSE for highly related job title pairs to 0.11, about 25% to 39% below strong baselines.
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Towards Explainable Job Title Matching: Leveraging Semantic Textual Relatedness and Knowledge Graphs
A self-supervised pipeline that pairs fine-tuned SBERT with a skill knowledge graph reduces RMSE for highly related job title pairs to 0.11, about 25% to 39% below strong baselines.