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JobMatchAI - An Intelligent Job Matching Platform Using Knowledge Graphs, Semantic Search and Explainable AI (2026.acl-demo)
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| Challenge: | Recruiters and job seekers rely on search systems to navigate labor markets . many systems fail to handle skill synonyms and nonlinear careers . |
| Approach: | They propose a production-ready system that integrates Transformer embeddings, skill knowledge graphs, and interpretable reranking. |
| Outcome: | The proposed system optimizes utility across skill fit, experience, location, salary, and company preferences. |