SkillSpan: Hard and Soft Skill Extraction from English Job Postings

27 April 2022

Mike Zhang

Kristian Nørgaard Jensen

Sif Dam Sonniks

Barbara Plank

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Papers citing "SkillSpan: Hard and Soft Skill Extraction from English Job Postings"

28 / 28 papers shown

Title
From Text to Talent: A Pipeline for Extracting Insights from Candidate Profiles Paolo Frazzetto Muhammad Uzair Ul Haq Flavia Fabris Alessandro Sperduti 46 0 0 21 Mar 2025
A Multi-Stage Framework with Taxonomy-Guided Reasoning for Occupation Classification Using Large Language Models Palakorn Achananuparp Ee-Peng Lim 41 0 0 17 Mar 2025
Tec-Habilidad: Skill Classification for Bridging Education and Employment S. Butt Hector G. Ceballos Diana P. Madera 55 0 0 05 Mar 2025
Joint Extraction and Classification of Danish Competences for Job Matching Qiuchi Li Christina Lioma 21 0 0 29 Oct 2024
Natural Language Processing for Human Resources: A Survey Naoki Otani Nikita Bhutani Estevam R. Hruschka VLM 35 0 0 21 Oct 2024
Skill-LLM: Repurposing General-Purpose LLMs for Skill Extraction Amirhossein Herandi Yitao Li Zhanlin Liu Ximin Hu Xiao Cai 30 2 0 15 Oct 2024
MELO: An Evaluation Benchmark for Multilingual Entity Linking of Occupations Federico Retyk Luis Gasco Casimiro Pio Carrino Daniel Deniz Rabih Zbib 28 0 0 10 Oct 2024
SkillMatch: Evaluating Self-supervised Learning of Skill Relatedness Jens-Joris Decorte Jeroen Van Hautte Thomas Demeester Chris Develder 16 0 0 07 Oct 2024
Pre-Trained Language Models for Keyphrase Prediction: A Review Muhammad Umair Tangina Sultana Young-Koo Lee 32 4 0 02 Sep 2024
Comparative Analysis of Encoder-Based NER and Large Language Models for Skill Extraction from Russian Job Vacancies Nikita Matkin Aleksei Smirnov Mikhail Usanin Egor Ivanov Kirill Sobyanin Sofiia Paklina Petr Parshakov 24 0 0 29 Jul 2024
Learning Job Title Representation from Job Description Aggregation Network Napat Laosaengpha Thanit Tativannarat Chawan Piansaddhayanon Attapol Rutherford E. Chuangsuwanich 27 1 0 12 Jun 2024
Challenges and Opportunities of NLP for HR Applications: A Discussion Paper Jochen L. Leidner Mark Stevenson 22 1 0 13 May 2024
Course Recommender Systems Need to Consider the Job Market Jibril Frej Anna Dai Syrielle Montariol Antoine Bosselut Tanja Kaser AI4Ed 25 3 0 16 Apr 2024
Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings Elena Senger Mike Zhang Rob van der Goot Barbara Plank 26 7 0 08 Feb 2024
Rethinking Skill Extraction in the Job Market Domain using Large Language Models Khanh Cao Nguyen Mike Zhang Syrielle Montariol Antoine Bosselut 39 10 0 06 Feb 2024
JOBSKAPE: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching Antoine Magron Anna Dai Mike Zhang Syrielle Montariol Antoine Bosselut SyDa 33 7 0 05 Feb 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 19 5 0 01 Feb 2024
Entity Linking in the Job Market Domain Mike Zhang Rob van der Goot Barbara Plank 24 3 0 31 Jan 2024
NNOSE: Nearest Neighbor Occupational Skill Extraction Mike Zhang Rob van der Goot Min-Yen Kan Barbara Plank 29 3 0 30 Jan 2024
In-Context Learning for Extreme Multi-Label Classification Karel DÓosterlinck Omar Khattab François Remy Thomas Demeester Chris Develder Christopher Potts 29 2 0 22 Jan 2024
Enhancing PLM Performance on Labour Market Tasks via Instruction-based Finetuning and Prompt-tuning with Rules Jarno Vrolijk David Graus 30 2 0 31 Aug 2023
Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers Benjamin Clavié Guillaume Soulié 18 11 0 07 Jul 2023
ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain Mike Zhang Rob van der Goot Barbara Plank 16 14 0 20 May 2023
Pre-trained Language Models for Keyphrase Generation: A Thorough Empirical Study Di Wu Wasi Uddin Ahmad Kai-Wei Chang 21 17 0 20 Dec 2022
Skill Extraction from Job Postings using Weak Supervision Mike Zhang Kristian Nørgaard Jensen Rob van der Goot Barbara Plank 34 12 0 16 Sep 2022
Design of Negative Sampling Strategies for Distantly Supervised Skill Extraction Jens-Joris Decorte Jeroen Van Hautte Johannes Deleu Chris Develder Thomas Demeester 18 13 0 13 Sep 2022
Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning Mike Zhang Kristian Nørgaard Jensen Barbara Plank 17 11 0 03 May 2022
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016