sayfullina / README.md
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language: en

This is the soft-skill dataset created by:

@inproceedings{sayfullina2018learning,
  title={Learning representations for soft skill matching},
  author={Sayfullina, Luiza and Malmi, Eric and Kannala, Juho},
  booktitle={Analysis of Images, Social Networks and Texts: 7th International Conference, AIST 2018, Moscow, Russia, July 5--7, 2018, Revised Selected Papers 7},
  pages={141--152},
  year={2018},
  organization={Springer}
}

There are no document delimiters. Data is split by user jjzha.

Number of samples (sentences):

  • train: 3705
  • dev: 1855
  • test: 1851

Sources:

  • Adzuna (UK)

Type of tags:

  • B-SOFT
  • I-SOFT
  • O

Sample:

{
  "idx": 1853, 
  "tokens": ["and", "sensitive", "when", "deal", "with", "customer", "be", "enthusiastic", "always", "eager", "to", "learn", "and", "develop", "knowledge", "and", "skill"], 
  "tags_skill": ["O", "O", "O", "O", "O", "O", "O", "B-SOFT", "I-SOFT", "I-SOFT", "I-SOFT", "I-SOFT", "O", "O", "O", "O", "O"]
}