ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain

20 May 2023

Papers citing "ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain"

15 / 15 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 55 0 0 03 Mar 2025
Natural Language Processing for Human Resources: A Survey Naoki Otani Nikita Bhutani Estevam R. Hruschka VLM 37 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 30 0 0 10 Oct 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
NNOSE: Nearest Neighbor Occupational Skill Extraction Mike Zhang Rob van der Goot Min-Yen Kan Barbara Plank 31 3 0 30 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
Extreme Multi-Label Skill Extraction Training using Large Language Models Jens-Joris Decorte S. Verlinden Jeroen Van Hautte Johannes Deleu Chris Develder Thomas Demeester 20 14 0 20 Jul 2023
Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers Benjamin Clavié Guillaume Soulié 26 11 0 07 Jul 2023
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
Dict-BERT: Enhancing Language Model Pre-training with Dictionary W. Yu Chenguang Zhu Yuwei Fang Donghan Yu Shuohang Wang Yichong Xu Michael Zeng Meng Jiang 50 64 0 13 Oct 2021
Rethinking embedding coupling in pre-trained language models Hyung Won Chung Thibault Févry Henry Tsai Melvin Johnson Sebastian Ruder 95 142 0 24 Oct 2020
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 231 656 0 09 Sep 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014