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README.md
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## Description
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The "German Course Competency Alignment" dataset consists of triplets incorporating German course descriptions, positive competency labels, and negative competency labels. Its primary purpose is to train language models for information retrieval tasks, specifically to annotate courses with standardized competencies based on learning outcomes. This dataset leverages various competency frameworks and sources to provide a wide range of training data, benefiting applications in educational technology and course alignment.
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This dataset was assembled as part of the works of the project [WISY@KI](https://www.wisyki.de/)
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This project was funded by the **Federal Ministry of Education and Research**.
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- **Source**:
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- MyEduLife, 13.05.2024
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#### Validierte Annotierte WISY Kurse V1 (x=90)
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- Editorially validated course descriptions from WISY portals, annotated with ESCO competencies.
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- Queries cab be course titles and course descriptions, listed learning outcomes or LLM-generated learning outcome summaries, manually curated for quality.
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- Contains only positive labels.
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- **Source**:
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- sh-kurportal.de, 21.11.2023
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#### Validierte Annotierte WISY Kurse V2 (x=95)
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- Editorially validated course descriptions from WISY portals, annotated with ESCO competencies.
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- Queries cab be course titles and course descriptions, listed learning outcomes or LLM-generated learning outcome summaries, manually curated for quality.
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- Contains positive and negative labels.
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- **Source**:
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- sh-kurportal.de & bildungsportal-hessen.de, 04.07.2024
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### GRETA Datasets
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#### GRETA v2 - Anforderungen und Facetten (x=102)
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## Description
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The "German Course Competency Alignment" dataset consists of triplets incorporating German course descriptions, positive competency labels, and negative competency labels. Its primary purpose is to train language models for information retrieval tasks, specifically to annotate courses with standardized competencies based on learning outcomes. This dataset leverages various competency frameworks and sources to provide a wide range of training data, benefiting applications in educational technology and course alignment.
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This dataset was assembled as part of the works of the project [WISY@KI](https://www.wisyki.de/) by the [Institut für Interaktive Systeme](https://www.th-luebeck.de/isy/) from the [University of Applied Sciences Lübeck](https://www.th-luebeck.de/). Special thanks to the colleagues from the projects [MyEduLife](https://myedulife.de/) for contributing alignments of qualifications to ESCO and the project [TrainSpot](https://www.meinbildungsraum.de/vorhaben/foerderprojekte-und-partner/trainspot2-train-the-trainer-hotspot-fuer-die-erwachsenen-und-weiterbildung) with experts from [Deutschen Institut für Erwachsenenbildung (DIE)](https://die-bonn.de/institut) and [WBS Training AG](https://www.wbstraining.de/) that contributed the alignments to the GRETA framework.
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This project was funded by the **Federal Ministry of Education and Research**.
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- **Source**:
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- MyEduLife, 13.05.2024
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### GRETA Datasets
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#### GRETA v2 - Anforderungen und Facetten (x=102)
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