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tl_calamancy_lg

Token Classification
spaCy
Tagalog
Eval Results
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metadata
tags:
  - spacy
  - token-classification
language:
  - tl
license: mit
library_name: spacy
pipeline_tag: token-classification
model-index:
  - name: Medium-sized calamanCy pipeline by L.J. Miranda
    results:
      - task:
          type: token-classification
          name: Named Entity Recognition
        dataset:
          type: tlunified-ner
          name: TLUnified-NER
          split: test
          revision: 3f7dab9d232414ec6204f8d6934b9a35f90a254f
        metrics:
          - type: f1
            value: 0.889
            name: F1
datasets:
  - ljvmiranda921/tlunified-ner

calamanCy: Tagalog NLP pipelines in spaCy

Feature Description
Name tl_calamancy_lg
Version 0.1.0
spaCy >=3.5.0
Default Pipeline tok2vec, tagger, morphologizer, parser, ner
Components tok2vec, tagger, morphologizer, parser, ner
Vectors 714435 keys, 714435 unique vectors (300 dimensions)
Sources TLUnified dataset (Jan Christian Blaise Cruz and Charibeth Cheng)
UD_Tagalog-TRG (Stephanie Samson, Daniel Zeman, and Mary Ann C. Tan)
UD_Tagalog-Ugnayan (Angelina Aquino)
License MIT
Author Lester James V. Miranda

Label Scheme

View label scheme (120 labels for 4 components)
Component Labels
tagger ADJ, ADJ_PART, ADP, ADV, ADV_PART, AUX, CCONJ, DET, DET_ADP, DET_PART, INTJ, NOUN, NOUN_PART, NUM, NUM_PART, PART, PRON, PRON_PART, PROPN, PUNCT, SCONJ, VERB, VERB_PART
morphologizer Aspect=Perf|Mood=Ind|POS=VERB|Voice=Act, Case=Nom|POS=ADP, POS=NOUN, POS=PUNCT, Aspect=Perf|Mood=Ind|POS=VERB|Voice=Pass, Case=Gen|POS=ADP, Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs, Aspect=Imp|Mood=Ind|POS=VERB|Voice=Act, POS=ADV|PronType=Dem, Foreign=Yes|POS=NOUN, Degree=Pos|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Deixis=Med|Number=Sing|POS=PRON|PronType=Dem, Gender=Masc|POS=PROPN, Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs, Degree=Pos|Link=Yes|POS=ADJ, POS=ADP, Case=Dat|POS=ADP, POS=VERB|Polarity=Pos, Aspect=Hab|POS=VERB, POS=SCONJ, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Aspect=Prosp|Mood=Ind|POS=VERB|Voice=Act, POS=ADV, POS=PART|Polarity=Neg, Aspect=Imp|Mood=Ind|POS=VERB|Voice=Pass, Aspect=Perf|Mood=Ind|POS=VERB|Voice=Lfoc, POS=PROPN, Case=Nom|Deixis=Prox|Number=Sing|POS=PRON|PronType=Dem, Gender=Masc|POS=NOUN, Gender=Fem|POS=NOUN, Degree=Pos|Gender=Fem|POS=ADJ, Gender=Fem|POS=PROPN, Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs, Number=Plur|POS=DET|PronType=Ind, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, POS=PRON|PronType=Prs|Reflex=Yes, Gender=Masc|POS=DET|PronType=Emp, Case=Nom|POS=PRON|PronType=Int, Link=Yes|POS=NOUN, POS=PART|PartType=Int, POS=INTJ|Polarity=Pos, Link=Yes|POS=PART|PartType=Int, POS=VERB|Polarity=Neg, Degree=Pos|POS=ADJ|PronType=Int, Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs, Aspect=Perf|Mood=Ind|POS=VERB|PronType=Int|Voice=Act, Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs, Aspect=Perf|Mood=Ind|POS=VERB|PronType=Int|Voice=Pass, Aspect=Perf|Mood=Ind|POS=VERB|Voice=Ifoc, POS=ADV|PronType=Int, Aspect=Prog|Mood=Ind|POS=VERB|Voice=Act, POS=PART|PartType=Nfh, Deixis=Remt|POS=ADV|PronType=Dem, Aspect=Imp|Mood=Pot|POS=VERB|Voice=Act, Link=Yes|POS=VERB|Polarity=Pos, Link=Yes|POS=VERB|Polarity=Neg, POS=PART|PartType=Des, Mood=Imp|POS=AUX|Polarity=Neg, Case=Nom|Link=Yes|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Nom|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs, Aspect=Prog|Mood=Ind|POS=VERB|Voice=Pass, Aspect=Prog|Mood=Ind|POS=VERB|Voice=Lfoc, Aspect=Prog|Mood=Ind|POS=VERB|Voice=Bfoc, POS=DET|PronType=Tot, Case=Dat|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs, Link=Yes|POS=PRON|PronType=Prs|Reflex=Yes, Mood=Imp|POS=VERB|Voice=Act, Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Imp|POS=VERB|Voice=Lfoc, Case=Gen|Number=Sing|POS=PRON|Person=2|PronType=Prs, Mood=Imp|POS=VERB|Voice=Pass, Case=Gen|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs, Aspect=Hab|POS=VERB|Voice=Pass, Gender=Masc|Link=Yes|POS=PROPN, Case=Gen|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Link=Yes|Number=Sing|POS=PRON|Person=1|PronType=Prs, POS=ADJ, POS=PART, POS=PRON, POS=VERB, POS=INTJ, POS=CCONJ, POS=NUM, POS=DET
parser ROOT, advmod, case, dep, nmod, nsubj, obj, obl, punct
ner LOC, ORG, PER