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Keyword

skill extraction

Description: Skill extraction is the computational identification and categorization of skills expressed in text, especially job postings and educational materials.
OpenAlex ID: keywords/skill-extraction
A Survey on Skill Identification From Online Job Ads
2021 · Imane Khaouja, Ismail Kassou, et al. · IEEE Access · 104
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PROSPECT
2010 · Amit Singh, Catherine Rose, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 99
Implicit Skills Extraction Using Document Embedding and Its Use in Job Recommendation
2020 · Akshay Gugnani, Hemant Misra · Proceedings of the AAAI Conference on Artificial Intelligence · 84
SkillSpan: Hard and Soft Skill Extraction from English Job Postings
2022 · Mike Zhang, Kristian Jensen, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 66
Building a soft skill taxonomy from job openings
2019 · Imane Khaouja, Ghita Mezzour, et al. · Social Network Analysis and Mining · 50
Automated Resume Screener using Natural Language Processing(NLP)
2022 · Tumula Mani Harsha, Gangaraju Sai Moukthika, et al. · International Conference on Trends in Electronics and Informatics (ICOEI) · 49
Domain-specific NLP system to support learning path and curriculum design at tech universities
2021 · Nhi N.Y. Vo, Quang T. Vu, et al. · Computers and Education Artificial Intelligence · 44
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A Graph-Based Approach to Skill Extraction from Text
2013 · Ilkka Kivimäki, Alexander Panchenko, et al. · 40
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RecruitPro: A Pretrained Language Model with Skill-Aware Prompt Learning for Intelligent Recruitment
2023 · Chuyu Fang, Chuan Qin, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 37
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Resume Classification using various Machine Learning Algorithms
2022 · Riya Pal, Shahrukh Shaikh, et al. · ITM Web of Conferences · 36
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Analysis and shortcomings of e-recruitment systems: Towards a semantics-based approach addressing knowledge incompleteness and limited domain coverage
2018 · Mohammed Maree, Aseel B Kmail, et al. · Journal of Information Science · 36
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Methodology for resume parsing and job domain prediction
2020 · Vrinda Mittal, Priyanshu Mehta, et al. · Journal of Statistics and Management Systems · 33
GraphLMI: A data driven system for exploring labor market information through graph databases
2020 · Anna Giabelli, Lorenzo Malandri, et al. · Multimedia Tools and Applications · 33
HR-Chat bot: Designing and Building Effective Interview Chat-bots for Fake CV Detection
2021 · Diaa Salama AbdElminaam, Noha ElMasry, et al. · International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) · 32
Generating Unified Candidate Skill Graph for Career Path Recommendation
2018 · Akshay Gugnani, Vinay Kumar Reddy Kasireddy, et al. · IEEE ... International Conference on Data Mining workshops · 31
Skill Scanner
2023 · Tim Schlippe, Koen Bothmer · International Journal of Advanced Corporate Learning (iJAC) · 30
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Soft and hard skills identification: insights from IT job advertisements in the CIS region
2022 · Andrei Ternikov · PeerJ Computer Science · 30
Applying BERT-Based NLP for Automated Resume Screening and Candidate Ranking
2024 · Asmita Deshmukh, Anjali Raut · Annals of Data Science · 29
Enhancing Skills Demand Understanding through Job Ad Segmentation Using NLP and Clustering Techniques
2023 · Mantas Lukauskas, Viktorija Šarkauskaitė, et al. · Applied Sciences · 29
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Salience and Market-aware Skill Extraction for Job Targeting
2020 · Baoxu Shi, Jaewon Yang, et al. · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 28
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Knowledge Enhanced Person-Job Fit for Talent Recruitment
2022 · Kaichun Yao, Jingshuai Zhang, et al. · Proceedings - International Conference on Data Engineering · 26
A Context-Aware Approach for Extracting Hard and Soft Skills
2021 · Ivo Wings, Rohan Nanda, et al. · Procedia Computer Science · 26
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ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain
2023 · Mike Zhang, Rob van der Goot, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 25
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From Data to Insight: Transforming Online Job Postings into Labor-Market Intelligence
2024 · Giannis Tzimas, Nikos Zotos, et al. · Information · 24
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People Analytics of Semantic Web Human Resource Résumés for Sustainable Talent Acquisition
2019 · Sabina-Cristiana Necula, Cătălin Strîmbei · Sustainability · 24
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Works count: 477
Citation count: 1,784
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