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en_core_web_md

Token Classification
spaCy
English
Eval Results (legacy)
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Omar Sanseviero commited on
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Update README.md

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@@ -73,12 +73,103 @@ English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter,
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  | **Author** | [Explosion](https://explosion.ai) |
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  ### Label Scheme
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  <details>
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  <summary>View label scheme (114 labels for 4 components)</summary>
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  | Component | Labels |
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  | --- | --- |
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- | **`tagger`** | `<!DOCTYPE html>
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- <html class=
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  | **Author** | [Explosion](https://explosion.ai) |
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  ### Label Scheme
 
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  <details>
 
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  <summary>View label scheme (114 labels for 4 components)</summary>
 
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  | Component | Labels |
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  | --- | --- |
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+ | **`tagger`** | `
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+ , `''`, `,`, `-LRB-`, `-RRB-`, `.`, `:`, `ADD`, `AFX`, `CC`, `CD`, `DT`, `EX`, `FW`, `HYPH`, `IN`, `JJ`, `JJR`, `JJS`, `LS`, `MD`, `NFP`, `NN`, `NNP`, `NNPS`, `NNS`, `PDT`, `POS`, `PRP`, `PRP
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+ , `RB`, `RBR`, `RBS`, `RP`, `SYM`, `TO`, `UH`, `VB`, `VBD`, `VBG`, `VBN`, `VBP`, `VBZ`, `WDT`, `WP`, `WP
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+ , `WRB`, `XX`, ```` |
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+ | **`parser`** | `ROOT`, `acl`, `acomp`, `advcl`, `advmod`, `agent`, `amod`, `appos`, `attr`, `aux`, `auxpass`, `case`, `cc`, `ccomp`, `compound`, `conj`, `csubj`, `csubjpass`, `dative`, `dep`, `det`, `dobj`, `expl`, `intj`, `mark`, `meta`, `neg`, `nmod`, `npadvmod`, `nsubj`, `nsubjpass`, `nummod`, `oprd`, `parataxis`, `pcomp`, `pobj`, `poss`, `preconj`, `predet`, `prep`, `prt`, `punct`, `quantmod`, `relcl`, `xcomp` |
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+ | **`senter`** | `I`, `S` |
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+ | **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PRODUCT`, `QUANTITY`, `TIME`, `WORK_OF_ART` |
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+ </details>
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+ ### Accuracy
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+ | Type | Score |
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+ | --- | --- |
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+ | `TOKEN_ACC` | 99.93 |
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+ | `TAG_ACC` | 97.28 |
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+ | `DEP_UAS` | 91.87 |
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+ | `DEP_LAS` | 90.05 |
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+ | `ENTS_P` | 85.37 |
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+ | `ENTS_R` | 84.57 |
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+ | `ENTS_F` | 84.97 |
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+ | `SENTS_P` | 90.49 |
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+ | `SENTS_R` | 88.01 |
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+ | `SENTS_F` | 89.24 |