Datasets:
File size: 1,291 Bytes
5648ff9 33062e6 5648ff9 33062e6 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 |
---
license: cc-by-4.0
language: en
---
This is the SkillSpan dataset created by:
```
@inproceedings{zhang-etal-2022-skillspan,
title = "{S}kill{S}pan: Hard and Soft Skill Extraction from {E}nglish Job Postings",
author = "Zhang, Mike and
Jensen, Kristian and
Sonniks, Sif and
Plank, Barbara",
booktitle = "Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = jul,
year = "2022",
address = "Seattle, United States",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.naacl-main.366",
doi = "10.18653/v1/2022.naacl-main.366",
pages = "4962--4984"
}
```
There are document delimiters indicated by `idx`.
Number of samples (sentences):
- train: 4800
- dev: 3174
- test: 3569
Sources:
- Stackoverflow (tech)
- STAR (house)
Type of tags:
- Generic BIO tags with keys `tags_skill` and `tags_knowledge`
Sample:
```
{
"idx": 53,
"tokens": ["Drive", "our", "IT", "compliance", "agenda", "and", "develop", "our", "processes"],
"tags_skill": ["B", "I", "I", "I", "I", "O", "B", "I", "I"],
"tags_knowledge": ["O", "O", "O", "O", "O", "O", "O", "O", "O"],
"source": "house"
}
``` |