task_categories:
- token-classification
language:
- de
tags:
- Skill
- Job
- Occupation
Dataset Card for Skill Annotation Dataset
The Skill Annotation dataset is a German dataset developed by Tao Wu at RWTH University. The data is based on course descriptions from Udemy and the BA (German Federal Employment Agency). It was created to support the Skill Extraction task for German course descriptions. The dataset uses Prodigy for annotation
Dataset Structure
Data Instances
{"text":"C#-Entwickler:in mit Ausbildereignung.","tokens":[{"text":"C","id":0,"start":0,"end":1,"tokenizer_id":157,"disabled":false,"ws":false},{"text":"#","id":1,"start":1,"end":2,"tokenizer_id":26990,"disabled":false,"ws":false},{"text":"-","id":2,"start":2,"end":3,"tokenizer_id":26935,"disabled":false,"ws":false},{"text":"Entwickler","id":3,"start":3,"end":13,"tokenizer_id":23340,"disabled":false,"ws":false},{"text":":","id":4,"start":13,"end":14,"tokenizer_id":26964,"disabled":false,"ws":false},{"text":"in","id":5,"start":14,"end":16,"tokenizer_id":50,"disabled":false,"ws":true},{"text":"mit","id":6,"start":17,"end":20,"tokenizer_id":114,"disabled":false,"ws":true},{"text":"Ausbilder","id":7,"start":21,"end":30,"tokenizer_id":27024,"disabled":false,"ws":false},{"text":"eignung","id":8,"start":30,"end":37,"tokenizer_id":17425,"disabled":false,"ws":false},{"text":".","id":9,"start":37,"end":38,"tokenizer_id":26914,"disabled":false,"ws":true}],"_input_hash":-1229748842,"_task_hash":808267201,"_view_id":"ner_manual","spans":[{"start":0,"end":2,"token_start":0,"token_end":1,"label":"SKILL"}],"answer":"accept","_timestamp":1698691436,"_annotator_id":"2023-10-30_19-41-41","_session_id":"2023-10-30_19-41-41"}
Data Fields
- text: original text segment
- tokens: tokens split from the text
- spans: Annotate tokens with labels
Dataset Creation
Curation Rationale
This Dataset is for skill extraction from German course descriptions.
Source Data
Data Collection and Processing
Collected from Udemy and BA API.
[More Information Needed]
Annotations [optional]
Annotation process
See Prodigy
BibTeX:
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APA:
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Dataset Card Contact
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