Salience and Market-aware Skill Extraction for Job Targeting
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Feng Guo | Qi He | Jaewon Yang | Baoxu Shi | Baoxu Shi | Jaewon Yang | Qi He | Feng Guo
[1] Kirk P. Arnett,et al. IT skills in a tough job market , 2005, Commun. ACM.
[2] Bo Zhao,et al. Learning Global Term Weights for Content-based Recommender Systems , 2016, WWW.
[3] Jia Li,et al. How to Get Them a Dream Job?: Entity-Aware Features for Personalized Job Search Ranking , 2016, KDD.
[4] Enhong Chen,et al. Trend-Aware Tensor Factorization for Job Skill Demand Analysis , 2019, IJCAI.
[5] Shan Li,et al. Deep Job Understanding at LinkedIn , 2020, SIGIR.
[6] Deepak Agarwal,et al. GLMix: Generalized Linear Mixed Models For Large-Scale Response Prediction , 2016, KDD.
[7] Yiqun Liu,et al. How Integration helps on Cold-Start Recommendations , 2017, RecSys 2017.
[8] Hui Xiong,et al. Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach , 2018, SIGIR.
[9] Tim Weninger,et al. Representation Learning in Heterogeneous Professional Social Networks with Ambiguous Social Connections , 2019, 2019 IEEE International Conference on Big Data (Big Data).
[10] Maksims Volkovs,et al. Content-based Neighbor Models for Cold Start in Recommender Systems , 2017, RecSys 2017.
[11] Charlie Wang,et al. Estimating skill fungibility and forecasting services labor demand , 2017, 2017 IEEE International Conference on Big Data (Big Data).
[12] Shan Li,et al. Learning to Ask Screening Questions for Job Postings , 2020, SIGIR.
[13] Chuan Qin,et al. DuerQuiz: A Personalized Question Recommender System for Intelligent Job Interview , 2019, KDD.
[14] Aristides Gionis,et al. Machine learned job recommendation , 2011, RecSys '11.
[15] Tomas Mikolov,et al. Enriching Word Vectors with Subword Information , 2016, TACL.
[16] Satoshi Sekine,et al. A survey of named entity recognition and classification , 2007 .
[17] Qing He,et al. The Impact of Person-Organization Fit on Talent Management: A Structure-Aware Convolutional Neural Network Approach , 2019, KDD.
[18] Nan Hua,et al. Universal Sentence Encoder , 2018, ArXiv.
[19] Hui Xiong,et al. Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach , 2017, AAAI.
[20] Dean Knudson,et al. Investigating the skill gap between graduating students and industry expectations , 2014, ICSE Companion.
[21] Chao Huang,et al. Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network , 2020, SIGIR.
[22] Fabian Abel,et al. RecSys Challenge 2017: Offline and Online Evaluation , 2017, RecSys.
[23] Moninder Singh,et al. Estimating Fungibility Between Skills by Combining Skill Similarities Obtained from Multiple Data Sources , 2017, Data Science and Engineering.
[24] Tat-Seng Chua,et al. Neural Collaborative Filtering , 2017, WWW.
[25] Bo Hu,et al. Towards Deep and Representation Learning for Talent Search at LinkedIn , 2018, CIKM.
[26] Tianqi Chen,et al. XGBoost: A Scalable Tree Boosting System , 2016, KDD.
[27] Yin Lou,et al. BDT: Gradient Boosted Decision Tables for High Accuracy and Scoring Efficiency , 2017, KDD.
[28] Lin Zhu,et al. Social Skill Validation at LinkedIn , 2019, KDD.
[29] Heng-Tze Cheng,et al. Wide & Deep Learning for Recommender Systems , 2016, DLRS@RecSys.
[30] Ganesh Venkataraman,et al. Personalized Job Recommendation System at LinkedIn: Practical Challenges and Lessons Learned , 2017, RecSys.
[31] Fabian Abel. We Know Where You Should Work Next Summer: Job Recommendations , 2015, RecSys.
[32] Ming-Wei Chang,et al. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding , 2019, NAACL.
[33] Deepak Agarwal,et al. Spatio-temporal models for estimating click-through rate , 2009, WWW '09.
[34] E. Saar,et al. Participation in job-related training in European countries: the impact of skill supply and demand characteristics , 2017 .
[35] Tong Xu,et al. Identifying High Potential Talent: A Neural Network Based Dynamic Social Profiling Approach , 2019, 2019 IEEE International Conference on Data Mining (ICDM).
[36] Vachik S. Dave,et al. A Combined Representation Learning Approach for Better Job and Skill Recommendation , 2018, CIKM.
[37] Hui Xiong,et al. Person-Job Fit , 2018, ACM Trans. Manag. Inf. Syst..
[38] Le Zhang,et al. A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction , 2019, KDD.
[39] Nitesh V. Chawla,et al. Online Purchase Prediction via Multi-Scale Modeling of Behavior Dynamics , 2019, KDD.
[40] Liang Zhang,et al. LiJAR: A System for Job Application Redistribution towards Efficient Career Marketplace , 2017, KDD.
[41] Qi He,et al. NEMO: Next Career Move Prediction with Contextual Embedding , 2017, WWW.
[42] Michael D. Mumford,et al. UNDERSTANDING WORK USING THE OCCUPATIONAL INFORMATION NETWORK (O*NET): IMPLICATIONS FOR PRACTICE AND RESEARCH , 2001 .
[43] Wei Lee Woon,et al. Changes in Occupational Skills - A Case Study Using Non-negative Matrix Factorization , 2015, ICONIP.