Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn.

@inproceedings{xu-2026-unified, author = {Dan Xu and Baofen Zheng and Miao Jiang and Qianqi Shen and Jianqiang Shen and Alice Leung and Yazhou Ren and Liangjie Hong and Yi Fang and Qi Xiao and Benjamin Hoan Le and Wen Pu and Saurabh Gupta and Ran Zhou and Neha Saraf and Alice Leung and Yazhou Ren and Miao Jiang and Qianqi Shen and Liangjie Hong and Yi Fang and Jingwei Wu and Wenjing Zhang}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {5015--5020}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808402}, doi = {https://doi.org/10.1145/3805712.3808402} }