JobBERT: Understanding Job Titles through Skills

JobBERT: Understanding Job Titles through Skills

20 September 2021

Jens-Joris Decorte

Jeroen Van Hautte

Thomas Demeester

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Papers citing "JobBERT: Understanding Job Titles through Skills"

13 / 13 papers shown

Title
CareerBERT: Matching Resumes to ESCO Jobs in a Shared Embedding Space for Generic Job Recommendations Julian Rosenberger Lukas Wolfrum Sven Weinzierl Mathias Kraus Patrick Zschech 91 2 0 03 Mar 2025
Natural Language Processing for Human Resources: A Survey Naoki Otani Nikita Bhutani Estevam R. Hruschka VLM 120 0 0 21 Oct 2024
MELO: An Evaluation Benchmark for Multilingual Entity Linking of Occupations Federico Retyk Luis Gasco Casimiro Pio Carrino Daniel Deniz Rabih Zbib 61 0 0 10 Oct 2024
Learning Job Title Representation from Job Description Aggregation Network Napat Laosaengpha Thanit Tativannarat Chawan Piansaddhayanon Attapol Rutherford Ekapol Chuangsuwanich 108 1 0 12 Jun 2024
Course Recommender Systems Need to Consider the Job Market Jibril Frej Anna Dai Syrielle Montariol Antoine Bosselut Tanja Käser AI4Ed 118 4 0 16 Apr 2024
HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent Weijie Xu Zicheng Huang Wenxiang Hu Xi Fang Rajesh Kumar Cherukuri Naumaan Nayyar Lorenzo Malandri Srinivasan H. Sengamedu 88 7 0 01 Feb 2024
Are Emily and Greg Still More Employable than Lakisha and Jamal? Investigating Algorithmic Hiring Bias in the Era of ChatGPT A. Veldanda Fabian Grob Shailja Thakur Hammond Pearce Benjamin Tan Ramesh Karri Siddharth Garg 82 18 0 08 Oct 2023
VacancySBERT: the approach for representation of titles and skills for semantic similarity search in the recruitment domain Maiia Y. Bocharova E. Malakhov Vitaliy I. Mezhuyev VLM 53 2 0 31 Jul 2023
Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers Benjamin Clavié Guillaume Soulié 93 13 0 07 Jul 2023
ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain Mike Zhang Rob van der Goot Barbara Plank 63 16 0 20 May 2023
Is it Required? Ranking the Skills Required for a Job-Title Sarthak Anand Jens-Joris Decorte Niels Lowie 26 1 0 28 Nov 2022
Design of Negative Sampling Strategies for Distantly Supervised Skill Extraction Jens-Joris Decorte Jeroen Van Hautte Johannes Deleu Chris Develder Thomas Demeester 58 13 0 13 Sep 2022
Learning Job Titles Similarity from Noisy Skill Labels Rabih Zbib Lucas Lacasa Alvarez Federico Retyk Rus Poves Juan Aizpuru H. Fabregat Vaidotas Šimkus Emília Garcia Casademont 63 3 0 01 Jul 2022