AI Research
Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn
Job understanding is critical to LinkedIn's mission of connecting talent with opportunity. This task involves transforming unstructured and noisy job postings into standardized or derived job attributes that power numerous LinkedIn products. However, building a scalable, cost-eff...
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ArXiv CS.AI
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ArXiv CS.AI
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LinkedIn's new framework uses a small language model to process job postings, offering a scalable and efficient way to understand job data. This approach improves job matching and product functionality while reducing operational costs.
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