---
license: unknown
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"]
}
```