Proceedings of the First Workshop on Natural Language Processing for Human Resources (NLP4HR 2024)

Proceedings of the First Workshop on Natural Language Processing for Human Resources (NLP4HR 2024) Estevam Hruschka editor Thom Lake editor Naoki Otani editor Tom Mitchell editor 2024-03 Association for Computational Linguistics St. Julian’s, Malta text conference publication nlp4hr-2024-natural 10.18653/v1/2024.nlp4hr-1.0 https://aclanthology.org/2024.nlp4hr-1.0/ Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings Elena Senger author Mike Zhang author Rob van der Goot author Barbara Plank author 2024-03 text Proceedings of the First Workshop on Natural Language Processing for Human Resources (NLP4HR 2024) Estevam Hruschka editor Thom Lake editor Naoki Otani editor Tom Mitchell editor Association for Computational Linguistics St. Julian’s, Malta conference publication senger-etal-2024-deep 10.18653/v1/2024.nlp4hr-1.1 https://aclanthology.org/2024.nlp4hr-1.1/ 2024-03 1 15 Aspect-Based Sentiment Analysis for Open-Ended HR Survey Responses Lois Rink author Job Meijdam author David Graus author 2024-03 text Proceedings of the First Workshop on Natural Language Processing for Human Resources (NLP4HR 2024) Estevam Hruschka editor Thom Lake editor Naoki Otani editor Tom Mitchell editor Association for Computational Linguistics St. Julian’s, Malta conference publication rink-etal-2024-aspect 10.18653/v1/2024.nlp4hr-1.2 https://aclanthology.org/2024.nlp4hr-1.2/ 2024-03 16 26 Rethinking Skill Extraction in the Job Market Domain using Large Language Models Khanh Nguyen author Mike Zhang author Syrielle Montariol author Antoine Bosselut author 2024-03 text Proceedings of the First Workshop on Natural Language Processing for Human Resources (NLP4HR 2024) Estevam Hruschka editor Thom Lake editor Naoki Otani editor Tom Mitchell editor Association for Computational Linguistics St. Julian’s, Malta conference publication nguyen-etal-2024-rethinking 10.18653/v1/2024.nlp4hr-1.3 https://aclanthology.org/2024.nlp4hr-1.3/ 2024-03 27 42 JobSkape: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching Antoine Magron author Anna Dai author Mike Zhang author Syrielle Montariol author Antoine Bosselut author 2024-03 text Proceedings of the First Workshop on Natural Language Processing for Human Resources (NLP4HR 2024) Estevam Hruschka editor Thom Lake editor Naoki Otani editor Tom Mitchell editor Association for Computational Linguistics St. Julian’s, Malta conference publication magron-etal-2024-jobskape 10.18653/v1/2024.nlp4hr-1.4 https://aclanthology.org/2024.nlp4hr-1.4/ 2024-03 43 58 HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent Weijie Xu author Zicheng Huang author Wenxiang Hu author Xi Fang author Rajesh Cherukuri author Naumaan Nayyar author Lorenzo Malandri author Srinivasan Sengamedu author 2024-03 text Proceedings of the First Workshop on Natural Language Processing for Human Resources (NLP4HR 2024) Estevam Hruschka editor Thom Lake editor Naoki Otani editor Tom Mitchell editor Association for Computational Linguistics St. Julian’s, Malta conference publication xu-etal-2024-hr 10.18653/v1/2024.nlp4hr-1.5 https://aclanthology.org/2024.nlp4hr-1.5/ 2024-03 59 72 Big City Bias: Evaluating the Impact of Metropolitan Size on Computational Job Market Abilities of Language Models Charlie Campanella author Rob van der Goot author 2024-03 text Proceedings of the First Workshop on Natural Language Processing for Human Resources (NLP4HR 2024) Estevam Hruschka editor Thom Lake editor Naoki Otani editor Tom Mitchell editor Association for Computational Linguistics St. Julian’s, Malta conference publication campanella-goot-2024-big 10.18653/v1/2024.nlp4hr-1.6 https://aclanthology.org/2024.nlp4hr-1.6/ 2024-03 73 77