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• Cinderella - tool for Clustering and Classifications of Texts in Polish

  2 resources

  System for clustering and classifications of Texts in Polish. Source code.

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• WebStylo

  2 resources

  Web based, open stylometry system based on Multilevel Text Analysis. Runs cluto and stylo (R system) clusterisation methods. Based on Natural Language Processing Workflow engine (included in the distribution).

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• Tests for Word Embeddings

  4 resources

  Evaluation tools (WBST, HWBST, EWBST) for word embedding models used to assess and compare the usefulness of different word embeddings

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• Liner2.6 model NER NKJP

  3 resources

  Liner2.6 NER NKJP model The package contains a pre-trained Liner2 (https://github.com/CLARIN-PL/Liner2) model for recognition named entities according to NKJP guidelines. The model was trained on the NKJP corpus (http://nkjp.pl/) and evaluated in the PolEval 2018 Task 2 (http://poleval.pl/tasks/). The model won third place with the following results: Exact — 0.778, Overlap — 0.818, Final — 0.810. References: * NKJP corpus in TEI format — http://clip.ipipan.waw.pl/NationalCorpusOfPolish?action=AttachFile&do=view&target=NKJP-PodkorpusMilionowy-1.2.tar.gz * PolEval 2018 Task 2 evaluation corpus — http://mozart.ipipan.waw.pl/~axw/poleval2018/

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• Word Sense Disambiguation tool WoSeDon

  1 resources

  Word sense disambiguation tool using rich, semantic resources.

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• XLM-RoBERTa-LARGE events relation recognition

  1 resources

  A set of basic language tools for the Polish language. Z4.2a Improving the quality of recognition of relations between events using Transformer-type deep networks.

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