RecruitPro: A Pretrained Language Model with Skill-Aware Prompt Learning for Intelligent Recruitment

Author:

Fang Chuyu1ORCID,Qin Chuan2ORCID,Zhang Qi3ORCID,Yao Kaichun4ORCID,Zhang Jingshuai5ORCID,Zhu Hengshu2ORCID,Zhuang Fuzhen6ORCID,Xiong Hui7ORCID

Affiliation:

1. Beihang University & BOSS Zhipin, Beijing, China

2. BOSS Zhipin, Beijing, China

3. Shanghai Artificial Intelligence Laboratory, Shanghai, China

4. Institute of Software, Chinese Academy of Sciences, Beijing, China

5. Baidu Inc., Beijing, China

6. Beihang University, Beijing, China

7. The Hong Kong University of Science and Technology (Guangzhou) & HKUST, Guangzhou, China

Publisher

ACM

Reference50 articles.

1. Shuqing Bian , Wayne Xin Zhao , Yang Song, Tao Zhang, and Ji-Rong Wen. 2019 . Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Association for Computational Linguistics , Hong Kong, China, 4810--4820. Shuqing Bian, Wayne Xin Zhao, Yang Song, Tao Zhang, and Ji-Rong Wen. 2019. Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Association for Computational Linguistics, Hong Kong, China, 4810--4820.

2. Enterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network

3. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL). Association for Computational Linguistics , Minneapolis, Minnesota, 4171--4186. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL). Association for Computational Linguistics, Minneapolis, Minnesota, 4171--4186.

4. Calibrating Noise to Sensitivity in Private Data Analysis

5. Bin Fu , Hongzhi Liu , Yao Zhu , Yang Song , Tao Zhang , and Zhonghai Wu . 2021 . Beyond Matching: Modeling Two-Sided Multi-Behavioral Sequences for Dynamic Person-Job Fit. In Database Systems for Advanced Applications: 26th International Conference (DASFAA). Springer-Verlag , Berlin, Heidelberg, 359--375. Bin Fu, Hongzhi Liu, Yao Zhu, Yang Song, Tao Zhang, and Zhonghai Wu. 2021. Beyond Matching: Modeling Two-Sided Multi-Behavioral Sequences for Dynamic Person-Job Fit. In Database Systems for Advanced Applications: 26th International Conference (DASFAA). Springer-Verlag, Berlin, Heidelberg, 359--375.

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