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fi_core_news_md
spacy/fi_core_news_md
fi_core_news_md is a token classification model from spacy. Use it when you need labels on individual words, such as names. It is set up for spacy. The card lists the license as cc-by-sa-4.0.
Finnish pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainablelemmatizer), senter, ner.
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At a glance
- Task
- Token Classification
- Library
- spacy
- License
- cc-by-sa-4.0
- Access
- Public
- Created
- May 2, 2022
- Updated
- Oct 10, 2023
- SHA
- ed287b47
Model card
From the Hugging Face model README
Details: https://spacy.io/models/fi#fi_core_news_md
Finnish pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.
| Feature | Description |
|---|---|
| Name | fi_core_news_md |
| Version | 3.7.0 |
| spaCy | >=3.7.0,<3.8.0 |
| Default Pipeline | tok2vec, tagger, morphologizer, parser, lemmatizer, attribute_ruler, ner |
| Components | tok2vec, tagger, morphologizer, parser, lemmatizer, senter, attribute_ruler, ner |
| Vectors | floret (50000, 300) |
| Sources | UD Finnish TDT v2.8 (Ginter, Filip; Kanerva, Jenna; Laippala, Veronika; Miekka, Niko; Missilä, Anna; Ojala, Stina; Pyysalo, Sampo)<br />TurkuONE (ffe2040e) (Jouni Luoma, Li-Hsin Chang, Filip Ginter, Sampo Pyysalo)<br />Explosion Vectors (OSCAR 2109 + Wikipedia + OpenSubtitles + WMT News Crawl) (Explosion) |
| License | CC BY-SA 4.0 |
| Author | Explosion |
Label Scheme
<details> <summary>View label scheme (2145 labels for 4 components)</summary>| Component | Labels |
|---|---|
tagger | A, Adj, Adp, Adv, Adv_V, C, C_V, Foreign, Interj, N, Num, Pron, Punct, Symb, V, V_Pron, _SP |
morphologizer | Case=Nom|Number=Sing|POS=NOUN, NumType=Ord|POS=ADJ, Case=Ade|Number=Sing|POS=NOUN, Case=Nom|Derivation=U|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, POS=ADV, Case=Par|Degree=Pos|Number=Plur|POS=ADJ, POS=CCONJ, Case=Par|Degree=Pos|Derivation=Inen|Number=Plur|POS=ADJ, Case=Par|Number=Plur|POS=NOUN, Case=Ill|Number=Sing|POS=NOUN, POS=PUNCT, Case=Nom|Degree=Pos|Derivation=Lainen|Number=Sing|POS=ADJ, POS=SCONJ, Case=Nom|Number=Sing|Number[psor]=Plur|POS=NOUN|Person[psor]=1, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Gen|Number=Sing|POS=NOUN, Case=Abl|Degree=Pos|Derivation=Lainen|Number=Sing|POS=ADJ, Clitic=Kaan|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Mood=Ind|Number=Sing|POS=VERB|Person=0|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Derivation=Lainen|Number=Sing|POS=ADJ, Case=Nom|Number=Sing|POS=PROPN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Number=Sing|POS=PRON|PronType=Dem, Clitic=Kin|POS=ADV, Case=Gen|Number=Plur|POS=PROPN, Case=Ess|Number=Sing|POS=NOUN, Case=Ill|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Gen|Degree=Pos|Number=Sing|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Gen|Number=Sing|POS=PRON|PronType=Dem, Case=Ela|Derivation=Llinen,Vs|Number=Sing|POS=NOUN, POS=ADJ, Case=Gen|Number=Plur|POS=NOUN, Case=Par|Number=Sing|POS=PRON|PronType=Dem, Number=Sing|POS=AUX|Person=3|Polarity=Neg|VerbForm=Fin|Voice=Act, Case=Ine|Number=Sing|POS=PRON|PronType=Ind, Case=Ine|Number=Sing|POS=NOUN, Case=Nom|Degree=Pos|Number=Sing|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Pass, Case=Ade|Number=Sing|POS=PRON|PronType=Ind, Case=Ins|Number=Plur|POS=NOUN, Case=Gen|Number=Sing|POS=PROPN, Case=Par|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Degree=Pos|Number=Sing|POS=ADJ, Case=Nom|Number=Plur|POS=NOUN, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=All|Number=Sing|POS=PRON|PronType=Dem, Case=Ill|InfForm=3|Number=Sing|POS=VERB|VerbForm=Inf|Voice=Act, Case=Nom|Clitic=Kin|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Gen|Number=Sing|POS=NOUN|Style=Coll, Case=All|Derivation=U|Number=Sing|POS=NOUN, AdpType=Post|POS=ADP, Case=Nom|Degree=Pos|Derivation=Llinen|Number=Sing|POS=ADJ, Case=Gen|Number=Sing|POS=PRON|PronType=Rcp, Case=Abl|Number=Sing|POS=NOUN, Case=All|Number=Sing|POS=PRON|PronType=Rcp, Case=Ine|InfForm=3|Number=Sing|POS=VERB|VerbForm=Inf|Voice=Act, Case=Par|Number=Plur|POS=PRON|PronType=Ind, Case=Par|Derivation=Ja|Number=Plur|POS=NOUN, Case=Gen|Derivation=Vs|Number=Sing|POS=NOUN, Case=Par|Number=Sing|POS=PRON|PronType=Ind, Case=Par|Derivation=Ja|Number=Sing|POS=NOUN, Case=Nom|Degree=Pos|Derivation=Inen|Number=Sing|POS=ADJ, Case=Tra|Number=Sing|POS=NOUN, Case=Ela|Number=Sing|POS=NOUN, Case=Nom|Degree=Pos|Number=Sing|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Act, Case=Par|Degree=Pos|Number=Sing|POS=ADJ, Case=Par|Clitic=Kin|Number=Sing|POS=NOUN, InfForm=1|Number=Sing|POS=VERB|VerbForm=Inf|Voice=Act, Case=Nom|Derivation=Ja|Number=Sing|POS=NOUN, Case=Ela|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Ine|Number=Sing|POS=NOUN|Person[psor]=3, InfForm=1|Number=Sing|POS=AUX|VerbForm=Inf|Voice=Act, Derivation=Sti|POS=ADV, Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin|Voice=Act, Case=Ill|Number=Sing|POS=PRON|PronType=Int, Mood=Ind|Number=Sing|POS=VERB|Person=0|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Ill|Number=Plur|POS=NOUN, Case=Par|Degree=Pos|Number=Plur|POS=VERB|PartForm=Pres|VerbForm=Part|Voice=Act, Case=Nom|Degree=Pos|Number=Sing|POS=VERB|PartForm=Agt|VerbForm=Part|Voice=Act, Case=Nom|Number=Plur|POS=NOUN|Person[psor]=3, Case=Par|Number=Sing|POS=PRON|PronType=Rel, Case=Ine|Clitic=Kin|Number=Plur|POS=NOUN, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Gen|Number=Sing|POS=PRON|PronType=Ind, Case=Gen|NumType=Card|Number=Sing|POS=NUM, Case=All|Number=Sing|POS=NOUN, Case=Nom|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Number=Sing|POS=PRON|PronType=Rel, Case=Ill|Number=Sing|POS=NOUN|Person[psor]=3, Case=Par|Degree=Pos|Derivation=Inen|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Derivation=Lainen|Number=Sing|POS=ADJ, Case=Gen|Derivation=Inen|NumType=Ord|Number=Sing|POS=ADJ, Case=Nom|Degree=Pos|Number=Sing|POS=VERB|PartForm=Pres|VerbForm=Part|Voice=Act, Case=Gen|Degree=Pos|Number=Sing|POS=AUX|PartForm=Pres|VerbForm=Part|Voice=Act, Case=Nom|Derivation=Ja|Number=Plur|POS=NOUN|Typo=Yes, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Par|Number=Sing|POS=PRON|Person[psor]=3|Reflex=Yes, Case=All|Degree=Pos|Derivation=Inen|Number=Plur|POS=ADJ, Case=All|Degree=Pos|Number=Plur|POS=ADJ, Case=All|Number=Plur|POS=NOUN, Case=Ela|Derivation=U|Number=Plur|POS=NOUN, Case=Nom|Degree=Pos|Number=Sing|POS=VERB|PartForm=Pres|VerbForm=Part|Voice=Pass, Case=Nom|Degree=Pos|Number=Sing|POS=VERB|PartForm=Past|Typo=Yes|VerbForm=Part|Voice=Act, Case=Nom|Clitic=Kaan|Number=Sing|POS=NOUN, Foreign=Yes|POS=X, Clitic=Ka|Number=Sing|POS=AUX|Person=3|Polarity=Neg|VerbForm=Fin|Voice=Act, Case=Ela|Degree=Pos|Number=Sing|POS=ADJ, Connegative=Yes|Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin, Case=Tra|Degree=Pos|Derivation=Inen|Number=Sing|POS=ADJ, Mood=Cnd|Number=Sing|POS=AUX|Person=0|VerbForm=Fin|Voice=Act, Case=Nom|Degree=Cmp|Number=Sing|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Ade|Number=Sing|POS=PRON|PronType=Rel, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass, Case=All|Number=Sing|POS=PRON|PronType=Ind, Case=All|Number=Plur|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Nom|Number=Plur|POS=PRON|PronType=Ind, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Clitic=Kin|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Degree=Pos|Number=Plur|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Act, Case=Par|Derivation=Vs|Number=Sing|POS=NOUN, Case=Gen|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Gen|Degree=Pos|Number=Sing|POS=VERB|PartForm=Pres|VerbForm=Part|Voice=Act, Case=Nom|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Ill|Derivation=Ja|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin|Voice=Act, Case=Ine|Number=Sing|POS=PRON|PronType=Dem, Case=Ine|Number=Sing|POS=PROPN, Mood=Ind|Number=Sing|POS=AUX|Person=0|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Number=Sing|POS=PRON, Case=Nom|Derivation=Inen|NumType=Ord|Number=Sing|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Ess|Degree=Pos|Number=Sing|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Act, Clitic=Ko|Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin|Voice=Act, Case=Par|Number=Plur|POS=PRON|Person=3|PronType=Prs, Clitic=Ko|Mood=Ind|Number=Sing|POS=VERB|Person=0|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Ine|Degree=Pos|Number=Sing|POS=ADJ, Case=Ine|Number=Sing|Number[psor]=Plur|POS=NOUN|Person[psor]=1|Style=Coll, Case=Ade|Number=Sing|POS=NOUN|Person[psor]=3, Derivation=Ttain|POS=ADV, Case=Nom|Degree=Pos|Number=Sing|POS=VERB|PartForm=Pres|Typo=Yes|VerbForm=Part|Voice=Act, Case=Nom|Clitic=Kin|Degree=Pos|Number=Sing|POS=ADJ, Case=Ine|InfForm=2|Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=1|VerbForm=Inf|Voice=Act, Case=All|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Ela|Degree=Pos|Number=Plur|POS=ADJ, Case=Ela|Number=Plur|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Ine|Number=Plur|POS=NOUN, Case=Com|POS=NOUN|Person[psor]=3, Case=Com|POS=PRON|Person[psor]=3|PronType=Ind, Number[psor]=Sing|POS=ADV|Person[psor]=1, Case=Par|Number=Sing|Number[psor]=Sing|POS=PRON|Person[psor]=1|Reflex=Yes, Case=Par|Number=Sing|POS=PRON|PronType=Int, Clitic=Ko|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Clitic=Ko|Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin|Voice=Act, POS=SPACE, Case=Ine|Number=Sing|POS=PRON|PronType=Rel, Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Derivation=Vs|Number=Sing|POS=NOUN|Person[psor]=3, Case=Par|Derivation=Minen|Number=Sing|POS=NOUN, Case=Nom|Degree=Pos|Derivation=Lainen|Number=Plur|POS=ADJ, Case=Ade|Degree=Pos|Derivation=Inen|Number=Sing|POS=ADJ, Connegative=Yes|Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Ill|Degree=Cmp|Number=Sing|POS=ADJ, Number=Sing|POS=SCONJ|Person=1|Polarity=Neg|VerbForm=Fin|Voice=Act, Case=Par|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Par|Number=Sing|POS=NOUN|Person[psor]=3, AdpType=Post|POS=ADP|Person[psor]=3, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin|Voice=Act, Case=Nom|Derivation=Vs|Number=Sing|POS=NOUN, Case=Ill|Degree=Pos|Derivation=Ton|Number=Plur|POS=ADJ, Case=Ill|Derivation=U|Number=Sing|POS=NOUN, Case=Nom|Derivation=Minen|Number=Sing|POS=NOUN, Case=Ill|Degree=Pos|Number=Plur|POS=ADJ, Case=All|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Abbr=Yes|Case=Ine|Number=Sing|POS=NOUN, Case=Ine|InfForm=2|Number=Sing|Number[psor]=Sing|POS=AUX|Person[psor]=1|VerbForm=Inf|Voice=Act, Number=Sing|POS=AUX|Person=1|Polarity=Neg|VerbForm=Fin|Voice=Act, Case=Ela|Number=Plur|POS=NOUN, Case=Nom|NumType=Card|Number=Sing|POS=NUM, Case=Par|Degree=Cmp|Number=Plur|POS=ADJ, Case=Ine|Number=Sing|POS=PROPN|Style=Coll, Abbr=Yes|Case=Par|Number=Sing|POS=NOUN, Case=Ess|Degree=Pos|Number=Plur|POS=ADJ, Case=Ess|Number=Plur|POS=NOUN, Case=Nom|Degree=Pos|Number=Sing|POS=AUX|PartForm=Past|VerbForm=Part|Voice=Act, Case=Ill|Number=Sing|POS=PROPN, Case=Par|Degree=Pos|Derivation=Llinen|Number=Sing|POS=ADJ, Case=Ine|InfForm=2|Number=Sing|POS=VERB|Person[psor]=3|VerbForm=Inf|Voice=Act, NumType=Card|POS=NUM, Case=Tra|Degree=Pos|Number=Sing|POS=ADJ, Case=Ill|Degree=Pos|Derivation=Inen|Number=Plur|POS=ADJ, Case=Ill|NumType=Card|Number=Sing|POS=NUM, Case=Ins|InfForm=2|Number=Sing|POS=VERB|VerbForm=Inf|Voice=Act, Case=Gen|Derivation=Lainen|Number=Plur|POS=NOUN, Case=Ela|Derivation=Vs|Number=Plur|POS=NOUN, Case=Ade|Number=Plur|POS=NOUN, Case=Gen|Number=Sing|POS=NOUN|Typo=Yes, Case=Ade|InfForm=3|Number=Sing|POS=VERB|VerbForm=Inf|Voice=Act, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Mood=Ind|Number=Plur|POS=VERB|Person=3|Style=Coll|Tense=Past|VerbForm=Fin|Voice=Act, Case=Abl|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Ade|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Ill|Degree=Pos|Number=Sing|POS=ADJ, Case=Ela|Number=Sing|POS=PRON|PronType=Int, Case=Ess|Degree=Pos|Number=Sing|POS=ADJ, Case=Ess|Number=Sing|POS=PRON|Person[psor]=3|Reflex=Yes, Case=Ade|Number=Sing|POS=PRON|PronType=Dem, Connegative=Yes|Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin, Clitic=Ko|Number=Sing|POS=SCONJ|Person=3|Polarity=Neg|VerbForm=Fin|Voice=Act, Case=Par|Number=Plur|POS=PRON|PronType=Dem, Connegative=Yes|Mood=Cnd|POS=AUX|VerbForm=Fin, Case=Ela|Derivation=U|Number=Sing|POS=NOUN, Case=Par|Degree=Cmp|Number=Sing|POS=ADJ, Case=Nom|Number=Sing|POS=NOUN|Person[psor]=3, Case=Par|Derivation=Llinen,Vs|Number=Plur|POS=NOUN, Case=Gen|Number=Plur|POS=PRON|PronType=Rel, Case=Gen|Derivation=Ja|Number=Sing|POS=NOUN, Case=Par|Degree=Pos|Number=Sing|POS=VERB|PartForm=Agt|VerbForm=Part|Voice=Act, Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin|Voice=Act, Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin|Voice=Act, POS=SYM, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Number=Plur|POS=PRON|PronType=Dem, Case=Nom|Number=Plur|POS=PRON|PronType=Rel, Clitic=Ka|Number=Plur|POS=AUX|Person=3|Polarity=Neg|VerbForm=Fin|Voice=Act, Case=Gen|Number=Sing|POS=NOUN|Person[psor]=3, Case=Ela|Number=Sing|POS=PRON|PronType=Dem, Mood=Cnd|Number=Sing|POS=VERB|Person=0|VerbForm=Fin|Voice=Act, Case=Ess|Clitic=Kaan|Number=Sing|POS=PRON|PronType=Dem, Case=Ess|Derivation=U|Number=Sing|POS=NOUN, Case=Gen|Number=Plur|POS=PRON|PronType=Dem, Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs, Number=Sing|POS=SCONJ|Person=3|Polarity=Neg|VerbForm=Fin|Voice=Act, Clitic=Kaan|POS=ADV, Clitic=Pa|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Ade|Degree=Pos|Number=Sing|POS=ADJ, Case=Par|Degree=Pos|Derivation=Lainen|Number=Sing|POS=ADJ, Case=Ine|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Gen|Number=Sing|POS=PRON|PronType=Rel, Case=Ade|Derivation=U|Number=Sing|POS=NOUN, Abbr=Yes|POS=ADV, Case=Ine|Degree=Pos|Derivation=Ton|Number=Sing|POS=ADJ, Case=Par|Degree=Pos|Number=Plur|Number[psor]=Sing|POS=ADJ|Person[psor]=1, Case=All|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Nom|Clitic=Kin|Number=Sing|POS=NOUN, POS=ADV|Typo=Yes, Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin|Voice=Act, Case=Gen|Degree=Pos|Derivation=Inen|Number=Plur|POS=ADJ, Case=Ela|Derivation=Minen|Number=Sing|POS=NOUN, Case=Gen|Degree=Pos|Number=Plur|POS=ADJ, Case=Nom|Degree=Pos|Number=Plur|POS=ADJ, Case=Ela|Number=Sing|POS=PRON|PronType=Ind, Case=Ela|Degree=Pos|Derivation=Llinen|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Derivation=Inen|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Derivation=Llinen|Number=Sing|POS=ADJ, Case=All|Degree=Pos|Number=Sing|POS=ADJ, Case=Ine|Number=Plur|POS=NOUN|Person[psor]=3, Case=Par|Derivation=U|Number=Plur|POS=NOUN, Case=Ela|Degree=Pos|Derivation=Inen|Number=Sing|POS=ADJ, Clitic=Ko|Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin|Voice=Act, Case=Par|Degree=Pos|Number=Sing|POS=VERB|PartForm=Pres|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Ine|Degree=Pos|Derivation=Inen|Number=Plur|POS=ADJ, Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin|Voice=Act, Case=Gen|Derivation=U|Number=Sing|POS=NOUN, Case=All|Clitic=Kin|Number=Sing|POS=PROPN, Clitic=Kin|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Ine|Derivation=Vs|Number=Plur|POS=NOUN|Person[psor]=3, Case=All|Number=Sing|POS=PRON|Person[psor]=3|Reflex=Yes, AdpType=Prep|POS=ADP, Case=Par|Derivation=U|Number=Sing|POS=NOUN, Case=Ine|Number=Sing|POS=PRON|PronType=Int, Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs|Style=Coll, Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Number=Sing|POS=PRON|PronType=Rcp, Clitic=Ko|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Derivation=Vs|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs|Style=Coll, Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs|Style=Coll, POS=INTJ, Case=Nom|Derivation=Ja|Number=Plur|POS=NOUN, Case=Par|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Ess|Degree=Pos|Derivation=Inen|Number=Sing|POS=ADJ, Case=Ade|Number=Sing|POS=PRON|Person=2|PronType=Prs|Style=Coll, Case=Ine|InfForm=3|Number=Sing|POS=AUX|VerbForm=Inf|Voice=Act, Case=Gen|Degree=Pos|Number=Sing|Number[psor]=Sing|POS=VERB|PartForm=Pres|Person[psor]=1|VerbForm=Part|Voice=Act, Case=Ela|Clitic=Kin|Number=Sing|POS=PRON|PronType=Dem, Clitic=Kin|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Gen|Degree=Pos|Number=Sing|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Pass, Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Ela|Number=Plur|POS=PRON|PronType=Ind, Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin|Voice=Act, Case=Ill|Derivation=Inen,Vs|Number=Sing|POS=NOUN, Case=Ine|Number=Plur|POS=PRON|PronType=Ind, Case=Nom|Clitic=Kin|Number=Sing|POS=PRON|PronType=Rcp, Case=Par|Derivation=Lainen|Number=Sing|POS=ADJ, Case=Ela|Number=Plur|POS=PRON|PronType=Dem, Case=Nom|Number=Sing|POS=NOUN|Style=Coll, Case=Ine|Number=Plur|POS=PRON|PronType=Rel, Case=Ela|Degree=Sup|Number=Sing|POS=ADJ, Case=Nom|Clitic=Kin|Number=Sing|POS=PRON|PronType=Dem, Case=Abl|Derivation=U|Number=Sing|POS=NOUN, Case=Ill|Degree=Pos|Number=Plur|Number[psor]=Sing|POS=VERB|PartForm=Agt|Person[psor]=1|VerbForm=Part|Voice=Act, Case=Abl|Number=Sing|POS=PRON|PronType=Ind, Case=Abl|Derivation=Ja|Number=Sing|POS=NOUN, Case=Tra|Derivation=U|Number=Sing|POS=NOUN, Case=Ill|Number=Sing|POS=PRON|PronType=Dem, Case=Abe|InfForm=3|Number=Sing|POS=VERB|VerbForm=Inf|Voice=Act, Case=Ade|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Tra|Derivation=Ja|Number=Sing|POS=NOUN, Case=Ela|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Ade|Number=Sing|POS=NOUN|Person[psor]=3|Typo=Yes, Case=Ela|Number=Sing|POS=PRON|PronType=Rel, Case=Nom|Degree=Sup|Number=Sing|POS=ADJ, Clitic=Kin|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Ine|Degree=Pos|Derivation=Lainen|Number=Plur|POS=ADJ, Case=All|Derivation=Ja|Number=Sing|POS=NOUN, Case=Gen|Number=Plur|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Nom|Degree=Pos|Derivation=Ton|Number=Plur|POS=ADJ, Case=All|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Abl|Number=Sing|POS=NOUN|Person[psor]=3, Case=Gen|Derivation=Lainen|Number=Sing|POS=NOUN, Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin|Voice=Act, Abbr=Yes|Case=Nom|Number=Sing|POS=NOUN, Case=Nom|Derivation=Vs|Number=Plur|POS=NOUN, Case=Par|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Gen|Number=Sing|Number[psor]=Plur|POS=NOUN|Person[psor]=1, Clitic=Kin|Mood=Cnd|POS=AUX|VerbForm=Fin|Voice=Pass, Clitic=Han|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Ela|Degree=Sup|Number=Plur|POS=ADJ, Case=Par|Degree=Pos|Number=Sing|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Pass, Case=Gen|Number=Plur|POS=PRON|PronType=Ind, Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Ela|Derivation=U|Number=Sing|Number[psor]=Plur|POS=NOUN|Person[psor]=1, Case=Nom|Clitic=Han|Number=Sing|POS=PRON|PronType=Ind, Abbr=Yes|Case=Gen|Number=Sing|POS=PROPN, Clitic=Kin|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=All|Derivation=Ja|Number=Plur|POS=NOUN, Clitic=Han|Mood=Ind|Number=Sing|POS=AUX|Person=0|Tense=Past|VerbForm=Fin|Voice=Act, Derivation=Sti|POS=ADV|Typo=Yes, Case=All|Number=Plur|POS=PRON|PronType=Ind, Case=Ill|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Gen|Derivation=Minen|Number=Sing|POS=NOUN, Case=Nom|Derivation=Tar|Number=Sing|POS=NOUN, Clitic=Ko|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Par|Derivation=Minen|Number=Plur|POS=NOUN, Case=Ill|Number=Plur|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Nom|Clitic=Kin|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Ess|Degree=Pos|Number=Sing|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Pass, Case=Ill|Degree=Pos|Derivation=Inen|Number=Sing|POS=ADJ|Style=Coll, Case=Par|Number=Plur|POS=NOUN|Person[psor]=3, Case=Nom|Clitic=Kin|Number=Sing|POS=NOUN|Style=Coll, Case=Ade|Number=Sing|POS=PROPN, Case=Nom|Clitic=Han|Number=Sing|POS=PRON|PronType=Dem, Case=Ess|Derivation=Inen|NumType=Ord|Number=Sing|POS=ADJ, Clitic=Ka|Number=Sing|POS=AUX|Person=1|Polarity=Neg|VerbForm=Fin|Voice=Act, Case=Nom|Derivation=U|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Gen|Degree=Pos|Number=Sing|POS=VERB|PartForm=Pres|VerbForm=Part|Voice=Pass, Case=Nom|Degree=Pos|Derivation=Inen|Number=Plur|POS=ADJ, Case=Nom|Number=Plur|POS=NOUN|Style=Coll, Case=Ill|Degree=Cmp|Number=Plur|POS=ADJ, Case=Nom|Clitic=Kaan|Degree=Pos|Number=Sing|POS=AUX|PartForm=Past|VerbForm=Part|Voice=Act, Case=Par|Number=Plur|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Nom|Degree=Pos|Derivation=Llinen|Number=Plur|POS=ADJ, Case=Par|Number=Sing|POS=PROPN, Number=Sing|POS=VERB|Person=0|Polarity=Neg|VerbForm=Fin|Voice=Act, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Ela|Number=Sing|POS=PRON|PronType=Prs|Style=Coll, Case=Ela|Number=Sing|POS=PROPN, Case=Nom|Clitic=Pa|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Ade|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Par|Degree=Pos|Number=Plur|POS=ADJ|Typo=Yes, POS=ADV|Style=Coll, Case=All|Number=Sing|Number[psor]=Sing|POS=PRON|Person[psor]=1|Reflex=Yes, Case=Tra|Degree=Pos|Derivation=Llinen|Number=Sing|POS=ADJ, Case=Nom|Degree=Pos|Number=Plur|Number[psor]=Sing|POS=VERB|PartForm=Agt|Person[psor]=1|VerbForm=Part|Voice=Act, Case=Nom|Number=Plur|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Gen|Degree=Pos|Number=Sing|POS=ADJ|Person[psor]=3, Case=Par|Degree=Pos|Derivation=Llinen|Number=Plur|POS=ADJ, Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Pass, Mood=Ind|Number=Sing|POS=AUX|Person=0|Tense=Past|VerbForm=Fin|Voice=Act, Case=All|Number=Sing|POS=NOUN|Style=Coll, Clitic=Han|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Gen|Number=Sing|POS=PRON|PronType=Dem|Typo=Yes, Case=Ine|Derivation=Vs|Number=Sing|POS=NOUN|Person[psor]=3, Case=Gen|Degree=Sup|Number=Sing|POS=ADJ, Case=Par|Degree=Pos|Number=Plur|POS=PRON|PronType=Ind, Case=Par|Degree=Pos|Derivation=Ton|Number=Plur|POS=ADJ, Case=Ine|Number=Plur|POS=PRON|PronType=Dem, Number=Plur|POS=AUX|Person=3|Polarity=Neg|VerbForm=Fin|Voice=Act, Case=Nom|Degree=Pos|Number=Plur|POS=AUX|PartForm=Past|VerbForm=Part|Voice=Act, Case=Gen|Number=Sing|Number[psor]=Plur|POS=NOUN|Person[psor]=2, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, Clitic=Kin|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Gen|Clitic=Kin|Degree=Pos|Number=Sing|POS=ADJ, Case=Ade|Number=Plur|POS=NOUN|Person[psor]=3, Case=All|Derivation=Vs|Number=Plur|POS=NOUN, Case=Par|NumType=Card|Number=Plur|POS=NUM|Typo=Yes, Clitic=Ko|Number=Sing|POS=AUX|Person=3|Polarity=Neg|VerbForm=Fin|Voice=Act, Clitic=Kin|Connegative=Yes|Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin, Case=Ill|NumType=Card|Number=Plur|POS=NUM, Case=Ela|Number=Plur|POS=PRON|PronType=Rel, Case=Nom|Number=Plur|POS=PRON|PronType=Rcp, Abbr=Yes|Case=Abl|Number=Sing|POS=PROPN, Case=Abl|Number=Sing|POS=PROPN, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Ine|Degree=Pos|Derivation=Inen|Number=Sing|POS=ADJ, Case=Nom|Clitic=Kin|Number=Plur|POS=NOUN, Case=Nom|Degree=Pos|Number=Plur|POS=ADJ|Typo=Yes, Case=Ade|Clitic=Kin|Number=Sing|POS=NOUN, Case=Ade|Degree=Cmp|Derivation=Inen|Number=Plur|POS=ADJ, Case=Gen|Degree=Cmp|Number=Sing|POS=ADJ, Case=Ine|Degree=Pos|Number=Plur|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|PronType=Int, Case=Par|Number=Plur|POS=PRON|Person=2|PronType=Prs, Clitic=Kin|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Clitic=Kin|Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin|Voice=Act, Case=Nom|NumType=Card|Number=Plur|POS=NUM|Typo=Yes, Case=Ess|Number=Sing|POS=PRON|PronType=Dem, Clitic=Han|POS=ADV, Case=Par|Derivation=Llinen|Number=Sing|POS=ADJ, Case=Gen|Number=Sing|Number[psor]=Sing|POS=PRON|Person[psor]=1|Reflex=Yes, Case=Nom|Clitic=Kin|Degree=Pos|Number=Sing|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Act, Case=Par|Derivation=Llinen|Number=Sing|POS=NOUN, Case=Nom|Degree=Pos|Number=Sing|Number[psor]=Sing|POS=VERB|PartForm=Pres|Person[psor]=1|VerbForm=Part|Voice=Act, Case=Abl|Number=Plur|POS=NOUN, Case=Abl|Derivation=Lainen|Number=Plur|POS=NOUN, Case=Nom|Degree=Pos|Number=Plur|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Pass, Case=All|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Par|Derivation=Llinen,Vs|Number=Sing|POS=NOUN, Case=Ine|Number=Plur|Number[psor]=Plur|POS=NOUN|Person[psor]=1, Case=Ela|Number=Sing|Number[psor]=Plur|POS=NOUN|Person[psor]=1, Case=Nom|Degree=Pos|Derivation=Ton|Number=Sing|POS=ADJ, Case=Par|Derivation=Ton,Vs|Number=Sing|POS=NOUN, Number=Plur|POS=AUX|Person=1|Polarity=Neg|VerbForm=Fin|Voice=Act, Case=Ill|Number=Plur|POS=PRON|PronType=Rel, Case=Ela|InfForm=3|Number=Sing|POS=VERB|VerbForm=Inf|Voice=Act, Case=Gen|Derivation=Inen,Vs|Number=Sing|POS=NOUN, Case=All|Number=Plur|POS=PRON|PronType=Dem, Case=Gen|Derivation=Llinen,Vs|Number=Sing|POS=NOUN, Case=Par|Number=Sing|Number[psor]=Plur|POS=NOUN|Person[psor]=1, Case=Par|Degree=Pos|Derivation=Ton|Number=Sing|POS=ADJ, Case=Tra|InfForm=1|Number=Sing|POS=VERB|Person[psor]=3|VerbForm=Inf|Voice=Act, Number=Sing|POS=AUX|Person=2|Polarity=Neg|VerbForm=Fin|Voice=Act, Case=Ill|Degree=Pos|Derivation=Inen|Number=Sing|POS=ADJ, Case=All|Derivation=Minen|Number=Sing|POS=NOUN, Abbr=Yes|Case=Ade|Number=Sing|POS=NOUN, Case=Gen|Degree=Pos|Number=Sing|POS=VERB|PartForm=Past|Person[psor]=3|VerbForm=Part|Voice=Act, Case=Par|Degree=Sup|Number=Plur|POS=ADJ, Case=Nom|Degree=Pos|Derivation=Inen|Number=Plur|Number[psor]=Sing|POS=ADJ|Person[psor]=1, Case=Nom|Clitic=Kin|Degree=Cmp|Number=Plur|POS=ADJ, Clitic=Kaan|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Ine|InfForm=2|Number=Sing|POS=VERB|VerbForm=Inf|Voice=Act, Case=Ill|Derivation=Vs|Number=Plur|POS=NOUN, Case=Par|Derivation=Vs|Number=Plur|POS=NOUN, Case=Ill|Degree=Pos|Number=Sing|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Act, Case=All|Number=Sing|Number[psor]=Plur|POS=PRON|Person[psor]=1|Reflex=Yes, Case=Nom|Derivation=Llinen,Vs|Number=Sing|POS=NOUN, Number=Plur|POS=SCONJ|Person=1|Polarity=Neg|VerbForm=Fin|Voice=Act, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Nom|Number=Plur|Number[psor]=Plur|POS=NOUN|Person[psor]=1, Case=Ela|Degree=Pos|Derivation=Lainen|Number=Plur|POS=ADJ, Case=Ill|Number=Sing|Number[psor]=Plur|POS=PRON|Person[psor]=1|Reflex=Yes, Case=Ill|Number=Plur|Number[psor]=Plur|POS=NOUN|Person[psor]=1, Case=Ela|NumType=Card|Number=Sing|POS=NUM, Case=All|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Nom|Clitic=Kin|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Gen|Clitic=Kin|Number=Sing|POS=NOUN, Case=Nom|Degree=Pos|Number=Plur|POS=VERB|PartForm=Past|Typo=Yes|VerbForm=Part|Voice=Act, Case=Nom|Clitic=Kin|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Derivation=U|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1, Case=Abl|Degree=Pos|Number=Sing|POS=ADJ, Case=Ess|Number=Sing|POS=PRON|PronType=Ind, Case=Ela|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Ela|Number=Sing|Number[psor]=Plur|POS=PRON|Person[psor]=1|Reflex=Yes, Case=Gen|Derivation=Minen|Number=Plur|POS=NOUN, Case=Gen|Degree=Pos|Number=Plur|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Act, Case=Par|Degree=Pos|Number=Plur|POS=VERB|PartForm=Pres|VerbForm=Part|Voice=Pass, Clitic=Ko|Number=Sing|POS=VERB|Person=0|Polarity=Neg|VerbForm=Fin|Voice=Act, Case=Ade|InfForm=3|Number=Sing|POS=AUX|VerbForm=Inf|Voice=Act, Case=Gen|Clitic=Han|Number=Sing|POS=NOUN, Case=Ill|Number=Plur|POS=PRON|PronType=Dem, Case=Ess|Degree=Pos|Derivation=Inen|Number=Plur|POS=ADJ, Case=Ela|Derivation=Vs|Number=Sing|POS=NOUN, Case=Nom|Number=Sing|POS=PRON|Reflex=Yes, Case=Par|Degree=Pos|Number=Sing|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Act, Clitic=Kaan|Connegative=Yes|Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin, Degree=Sup|Derivation=Sti|POS=ADV, Case=Ine|Derivation=Llinen,Vs|Number=Sing|POS=NOUN, Case=Tra|Degree=Pos|Number=Plur|POS=VERB|PartForm=Past|VerbForm=Part|Voice=Pass, Case=Par|Derivation=Inen,Vs|Number=Plur|POS=NOUN, (truncated: full list in pipeline meta) |
parser | ROOT, acl, acl:relcl, advcl, advmod, amod, appos, aux, aux:pass, case, cc, cc:preconj, ccomp, compound, compound:nn, compound:prt, conj, cop, cop:own, csubj, csubj:cop, dep, det, discourse, fixed, flat, flat:foreign, flat:name, mark, nmod, nmod:gobj, nmod:gsubj, nmod:poss, nsubj, nsubj:cop, nummod, obj, obl, orphan, parataxis, punct, vocative, xcomp, xcomp:ds |
ner | CARDINAL, DATE, EVENT, FAC, GPE, LANGUAGE, LAW, LOC, MONEY, NORP, ORDINAL, ORG, PERCENT, PERSON, PRODUCT, QUANTITY, TIME, WORK_OF_ART |
Accuracy
| Type | Score |
|---|---|
TOKEN_ACC | 100.00 |
TOKEN_P | 99.79 |
TOKEN_R | 99.90 |
TOKEN_F | 99.85 |
TAG_ACC | 96.59 |
POS_ACC | 95.87 |
MORPH_ACC | 91.87 |
MORPH_MICRO_P | 95.90 |
MORPH_MICRO_R | 94.93 |
MORPH_MICRO_F | 95.41 |
SENTS_P | 89.79 |
SENTS_R | 88.93 |
SENTS_F | 89.36 |
DEP_UAS | 83.22 |
DEP_LAS | 78.46 |
LEMMA_ACC | 86.02 |
ENTS_P | 81.91 |
ENTS_R | 79.69 |
ENTS_F | 80.78 |
- Task
- Token Classification
- Library
- spacy
- License
- cc-by-sa-4.0
- Languages
- fi
- Created
- May 2, 2022
- Updated
- Oct 10, 2023