caohainam / viski

IEA/AIE 2022: Synonym Prediction for Vietnamese Occupational Skills

ViSki dataset

Overview

We introduced the ViSki dataset, which consists of occupational skills and synonym set of skills. The synonym set is a dictionary, each element in the synonym set is a dictionary as well, with value is a list of synonymous skills, and key is standard skill of thems.

• occupational skill: contain 10245 skills manually acquired from numerous Vietnamese resumes and how many times they occur in these resumes.
• synonymset: consist of 740 synonym sets corresponding to 3787 skills.
• skill2neighbor: provide information about neighbors of a specific skill and how many time they co-occur in resumes.

Ciations

@inproceedings{cao2022synonym,
  title={Synonym Prediction for Vietnamese Occupational Skills},
  author={Cao, Hai-Nam and Do, Duc-Thai and Tran, Viet-Trung and Cao, Tuan-Dung and Song, Young-In},
  booktitle={International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems},
  pages={351--362},
  year={2022},
  organization={Springer}
}

@inproceedings{tran2022practical,
  title={A practical method for occupational skills detection in Vietnamese job listings},
  author={Tran, Viet-Trung and Cao, Hai-Nam and Cao, Tuan-Dung},
  booktitle={Asian Conference on Intelligent Information and Database Systems},
  pages={571--581},
  year={2022},
  organization={Springer}
}