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--- |
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license: cc-by-nc-sa-3.0 |
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language: |
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- bg |
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metrics: |
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- accuracy |
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library_name: spacy |
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pipeline_tag: token-classification |
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model-index: |
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- name: bg_news_lg |
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results: |
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- task: |
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name: NER |
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type: token-classification |
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metrics: |
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- name: NER Precision |
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type: precision |
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value: 0.9090909091 |
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- name: NER Recall |
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type: recall |
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value: 0.8773461371 |
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- name: NER F Score |
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type: f_score |
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value: 0.8929364727 |
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- task: |
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name: TAG |
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type: token-classification |
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metrics: |
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- name: TAG (XPOS) Accuracy |
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type: accuracy |
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value: 0.9565136361 |
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- task: |
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name: POS |
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type: token-classification |
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metrics: |
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- name: POS (UPOS) Accuracy |
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type: accuracy |
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value: 0.9858305885 |
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- task: |
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name: MORPH |
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type: token-classification |
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metrics: |
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- name: Morph (UFeats) Accuracy |
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type: accuracy |
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value: 0.9645896751 |
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- task: |
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name: LEMMA |
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type: token-classification |
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metrics: |
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- name: Lemma Accuracy |
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type: accuracy |
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value: 0.9271110013 |
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- task: |
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name: UNLABELED_DEPENDENCIES |
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type: token-classification |
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metrics: |
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- name: Unlabeled Attachment Score (UAS) |
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type: f_score |
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value: 0.9016132533 |
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- task: |
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name: LABELED_DEPENDENCIES |
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type: token-classification |
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metrics: |
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- name: Labeled Attachment Score (LAS) |
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type: f_score |
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value: 0.8459063799 |
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- task: |
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name: SENTS |
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type: token-classification |
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metrics: |
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- name: Sentences F-Score |
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type: f_score |
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value: 0.939802336 |
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tags: |
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- ner |
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- named entity recognition |
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- spacy |
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--- |
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| Feature | Description | |
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| --- | --- | |
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| **Name** | `bg_news_trf` | |
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| **Version** | `3.5.4` | |
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| **spaCy** | `>=3.5.4,<3.6.0` | |
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| **Default Pipeline** | `transformer`, `tagger`, `morphologizer`, `parser`, `trainable_lemmatizer`, `ner` | |
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| **Components** | `transformer`, `tagger`, `morphologizer`, `parser`, `trainable_lemmatizer`, `ner` | |
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| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) | |
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| **Sources** | [UD_Bulgarian-BTB](https://github.com/UniversalDependencies/UD_Bulgarian-BTB) (Kiril Simov and Petya Osenova) | |
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| **License** | CC-BY-NC-SA-3.0 | |
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| **Author** | [Ivaylo Sakelariev](https://github.com/sakelariev) | |
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Bulgarian large sized pipeline for BGspaCy. Components: tok2vec, tagger, morphologizer, lemmatizer, parser, ner |
