作者位次 #5/14SIGIR 2026Poster· Information Retrieval (Industry)
Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn
Dan Xu · Baofen Zheng · Jianqiang Shen · Qi Xiao · Benjamin Hoan Le · Wen Pu · Saurabh Gupta · Ran Zhou · Neha Saraf · Alice Leung · Qianqi Shen · Liangjie Hong · Jingwei Wu · Wenjing Zhang
摘要
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-efficient, and high-...