The Polish Open Science Metadata Corpus

The Polish Open Science Metadata Corpus (POSMAC) is a subset of the CURLICAT corpus. It contains data acquired from the Library of Science (LoS), a platform providing open access to full texts of articles published in over 900 Polish scientific journals and full texts of selected scientific books together with extensive bibliographic metadata. More than 70 percent of the metadata records included in the resulting corpus contain keywords describing the content of the indexed articles. This makes POSMAC a particularly valuable source of data for training keyword generation models and semantic indexing systems.

Domains

Top 10 scientific domains represented in the POSMAC:

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• Annotated data

Licence

CC-BY 4.0

Presentation

Keyword Extraction with a Text-to-text Transfer Transformer (presentation in Polish at NLP seminar, December 2021)

Citation

Piotr Pęzik, Agnieszka Mikołajczyk, Adam Wawrzyński, Bartłomiej Nitoń, and Maciej Ogrodniczuk. Keyword extraction from short texts with a text-to-text Transfer Transformer. In Edward Szczerbicki, Krystian Wojtkiewicz, Sinh Van Nguyen, Marcin Pietranik, and Marek Krótkiewicz, editors, ACIIDS 2022: Recent Challenges in Intelligent Information and Database Systems, number 1716 in Communications in Computer and Information Science (CCIS), pages 530–542. Springer Nature Singapore, 2022.