Update spaCy pipeline

LICENSES_SOURCES

@@ -549,7 +549,7 @@ terms of this License.```
 
 
 
-# UD Romanian RRT v2.5
+# UD Romanian RRT v2.8
 
 * Author: Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin
 * URL: https://github.com/UniversalDependencies/UD_Romanian-RRT

README.md

@@ -4,7 +4,7 @@ tags:
 - token-classification
 language:
 - ro
-license: CC-BY-SA-4.0
+license: cc-by-sa-4.0
 model-index:
 - name: ro_core_news_md
   results:
@@ -14,47 +14,47 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.7524828113
+      value: 0.7485865058
     - name: NER Recall
       type: recall
-      value: 0.7568190549
+      value: 0.7629658087
     - name: NER F Score
       type: f_score
-      value: 0.7546447041
+      value: 0.7557077626
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS Accuracy
       type: accuracy
-      value: 0.9730009254
+      value: 0.9619726156
   - task:
       name: SENTER
       type: token-classification
     metrics:
     - name: SENTER Precision
       type: precision
-      value: 0.9598393574
+      value: 0.9626168224
     - name: SENTER Recall
       type: recall
-      value: 0.9534574468
+      value: 0.9587765957
     - name: SENTER F Score
       type: f_score
-      value: 0.9566377585
+      value: 0.9606928714
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Dependencies Accuracy
       type: accuracy
-      value: 0.8902760351
+      value: 0.8893350063
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Dependencies Accuracy
       type: accuracy
-      value: 0.8902760351
+      value: 0.8893350063
 ---
 ### Details: https://spacy.io/models/ro#ro_core_news_md
 
@@ -63,12 +63,12 @@ Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter
 | Feature | Description |
 | --- | --- |
 | **Name** | `ro_core_news_md` |
-| **Version** | `3.1.0` |
-| **spaCy** | `>=3.1.0,<3.2.0` |
+| **Version** | `3.2.0` |
+| **spaCy** | `>=3.2.0,<3.3.0` |
 | **Default Pipeline** | `tok2vec`, `tagger`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Components** | `tok2vec`, `tagger`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Vectors** | 500000 keys, 20000 unique vectors (300 dimensions) |
-| **Sources** | [Lemmatization Lists](https://github.com/michmech/lemmatization-lists/) (Michal Měchura)<br />[UD Romanian RRT v2.5](https://github.com/UniversalDependencies/UD_Romanian-RRT) (Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin)<br />[RONEC - the Romanian Named Entity Corpus (ca9ce460)](https://github.com/dumitrescustefan/ronec) (Dumitrescu, Stefan Daniel; Avram, Andrei-Marius; Morogan, Luciana; Toma; Stefan)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
+| **Sources** | [Lemmatization Lists](https://github.com/michmech/lemmatization-lists/) (Michal Měchura)<br />[UD Romanian RRT v2.8](https://github.com/UniversalDependencies/UD_Romanian-RRT) (Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin)<br />[RONEC - the Romanian Named Entity Corpus (ca9ce460)](https://github.com/dumitrescustefan/ronec) (Dumitrescu, Stefan Daniel; Avram, Andrei-Marius; Morogan, Luciana; Toma; Stefan)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
 | **License** | `CC BY-SA 4.0` |
 | **Author** | [Explosion](https://explosion.ai) |
 
@@ -76,12 +76,12 @@ Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter
 
 <details>
 
-<summary>View label scheme (534 labels for 4 components)</summary>
+<summary>View label scheme (541 labels for 4 components)</summary>
 
 | Component | Labels |
 | --- | --- |
-| **`tagger`** | `ARROW`, `Af`, `Afcfp-n`, `Afcfson`, `Afcfsrn`, `Afcmpoy`, `Afcms-n`, `Afp`, `Afp-p-n`, `Afp-poy`, `Afpf--n`, `Afpfp-n`, `Afpfp-ny`, `Afpfpoy`, `Afpfpry`, `Afpfson`, `Afpfsoy`, `Afpfsrn`, `Afpfsry`, `Afpm--n`, `Afpmp-n`, `Afpmpoy`, `Afpmpry`, `Afpms-n`, `Afpmsoy`, `Afpmsry`, `Afsfp-n`, `Afsfsrn`, `BULLET`, `COLON`, `COMMA`, `Ccssp`, `Ccsspy`, `Crssp`, `Csssp`, `Cssspy`, `DASH`, `DBLQ`, `Dd3-po---e`, `Dd3-po---o`, `Dd3fpo`, `Dd3fpr`, `Dd3fpr---e`, `Dd3fpr---o`, `Dd3fpr--y`, `Dd3fso`, `Dd3fso---e`, `Dd3fsr`, `Dd3fsr---e`, `Dd3fsr---o`, `Dd3fsr--yo`, `Dd3mpo`, `Dd3mpr`, `Dd3mpr---e`, `Dd3mpr---o`, `Dd3mso---e`, `Dd3msr`, `Dd3msr---e`, `Dd3msr---o`, `Dh1ms`, `Dh3fp`, `Dh3fso`, `Dh3fsr`, `Dh3mp`, `Dh3ms`, `Di3`, `Di3-----y`, `Di3--r---e`, `Di3-po`, `Di3-po---e`, `Di3-sr`, `Di3-sr---e`, `Di3-sr--y`, `Di3fp`, `Di3fpr`, `Di3fpr---e`, `Di3fso`, `Di3fso---e`, `Di3fsr`, `Di3fsr---e`, `Di3mp`, `Di3mpr`, `Di3mpr---e`, `Di3ms`, `Di3ms----e`, `Di3mso---e`, `Di3msr`, `Di3msr---e`, `Ds1fp-p`, `Ds1fp-s`, `Ds1fsop`, `Ds1fsos`, `Ds1fsrp`, `Ds1fsrs`, `Ds1fsrs-y`, `Ds1mp-p`, `Ds1mp-s`, `Ds1ms-p`, `Ds1ms-s`, `Ds1msrs-y`, `Ds2---s`, `Ds2fp-p`, `Ds2fp-s`, `Ds2fsrp`, `Ds2fsrs`, `Ds2mp-p`, `Ds2mp-s`, `Ds2ms-p`, `Ds2ms-s`, `Ds3---p`, `Ds3---s`, `Ds3fp-s`, `Ds3fsos`, `Ds3fsrs`, `Ds3mp-s`, `Ds3ms-s`, `Dw3--r---e`, `Dw3-po---e`, `Dw3fpr`, `Dw3fso---e`, `Dw3fsr`, `Dw3mpr`, `Dw3mso---e`, `Dw3msr`, `Dz3fsr---e`, `Dz3mso---e`, `Dz3msr---e`, `EQUAL`, `EXCL`, `EXCLHELLIP`, `GE`, `GT`, `HELLIP`, `I`, `LCURL`, `LPAR`, `LSQR`, `LT`, `M`, `Mc`, `Mc-p-d`, `Mc-p-l`, `Mcfp-l`, `Mcfp-ln`, `Mcfprln`, `Mcfprly`, `Mcfsoln`, `Mcfsrln`, `Mcmp-l`, `Mcms-ln`, `Mcmsrl`, `Mcmsrly`, `Mffprln`, `Mffsrln`, `Mlfpo`, `Mlfpr`, `Mlmpr`, `Mo---l`, `Mo---ln`, `Mo-s-r`, `Mofp-ln`, `Mofpoly`, `Mofprly`, `Mofs-l`, `Mofsoln`, `Mofsoly`, `Mofsrln`, `Mofsrly`, `Mompoly`, `Momprly`, `Moms-l`, `Moms-ln`, `Momsoly`, `Momsrly`, `Nc`, `Nc---n`, `Ncf--n`, `Ncfp-n`, `Ncfpoy`, `Ncfpry`, `Ncfs-n`, `Ncfson`, `Ncfsoy`, `Ncfsrn`, `Ncfsry`, `Ncfsryy`, `Ncfsvy`, `Ncm--n`, `Ncmp-n`, `Ncmpoy`, `Ncmpry`, `Ncms-n`, `Ncms-ny`, `Ncms-y`, `Ncmsoy`, `Ncmsrn`, `Ncmsry`, `Ncmsryy`, `Ncmsvn`, `Ncmsvy`, `Np`, `Npfson`, `Npfsoy`, `Npfsrn`, `Npfsry`, `Npmpoy`, `Npmpry`, `Npms-n`, `Npmsoy`, `Npmsry`, `PERCENT`, `PERIOD`, `PLUS`, `PLUSMINUS`, `Pd3-po`, `Pd3fpr`, `Pd3fso`, `Pd3fsr`, `Pd3mpo`, `Pd3mpr`, `Pd3mpr--y`, `Pd3mso`, `Pd3msr`, `Pi3`, `Pi3--r`, `Pi3-po`, `Pi3-so`, `Pi3-sr`, `Pi3fpr`, `Pi3fso`, `Pi3fsr`, `Pi3mpr`, `Pi3mso`, `Pi3msr`, `Pi3msr--y`, `Pp1-pa--------w`, `Pp1-pa--y-----w`, `Pp1-pd--------s`, `Pp1-pd--------w`, `Pp1-pd--y-----w`, `Pp1-pr--------s`, `Pp1-sa--------s`, `Pp1-sa--------w`, `Pp1-sa--y-----w`, `Pp1-sd--------s`, `Pp1-sd--------w`, `Pp1-sd--y-----w`, `Pp1-sn--------s`, `Pp2-----------s`, `Pp2-pa--------w`, `Pp2-pa--y-----w`, `Pp2-pd--------w`, `Pp2-pd--y-----w`, `Pp2-pr--------s`, `Pp2-sa--------s`, `Pp2-sa--------w`, `Pp2-sa--y-----w`, `Pp2-sd--------s`, `Pp2-sd--------w`, `Pp2-sd--y-----w`, `Pp2-sn--------s`, `Pp2-so--------s`, `Pp2-sr--------s`, `Pp3-p---------s`, `Pp3-pd--------w`, `Pp3-pd--y-----w`, `Pp3-po--------s`, `Pp3-sd--------w`, `Pp3-sd--y-----w`, `Pp3fpa--------w`, `Pp3fpa--y-----w`, `Pp3fpr--------s`, `Pp3fs---------s`, `Pp3fsa--------w`, `Pp3fsa--y-----w`, `Pp3fso--------s`, `Pp3fsr--------s`, `Pp3fsr--y-----s`, `Pp3mpa--------w`, `Pp3mpa--y-----w`, `Pp3mpr--------s`, `Pp3ms---------s`, `Pp3msa--------w`, `Pp3msa--y-----w`, `Pp3mso--------s`, `Pp3msr--------s`, `Pp3msr--y-----s`, `Ps1fp-s`, `Ps1fsrp`, `Ps1fsrs`, `Ps1mp-p`, `Ps1ms-p`, `Ps2fp-s`, `Ps2fsrp`, `Ps2fsrs`, `Ps2ms-s`, `Ps3---p`, `Ps3---s`, `Ps3fp-s`, `Ps3fsrs`, `Ps3mp-s`, `Ps3ms-s`, `Pw3--r`, `Pw3-po`, `Pw3-so`, `Pw3fpr`, `Pw3fso`, `Pw3mpr`, `Pw3mso`, `Px3--a--------s`, `Px3--a--------w`, `Px3--a--y-----w`, `Px3--d--------w`, `Px3--d--y-----w`, `Pz3-sr`, `Pz3fsr`, `QUEST`, `QUOT`, `Qf`, `Qn`, `Qs`, `Qs-y`, `Qz`, `Qz-y`, `RCURL`, `RPAR`, `RSQR`, `Rc`, `Rgc`, `Rgp`, `Rgpy`, `Rgs`, `Rp`, `Rw`, `Rw-y`, `Rz`, `SCOLON`, `SLASH`, `STAR`, `Sp`, `Spsa`, `Spsay`, `Spsd`, `Spsg`, `Td-po`, `Tdfpr`, `Tdfso`, `Tdfsr`, `Tdmpr`, `Tdmso`, `Tdmsr`, `Tf-so`, `Tffpoy`, `Tffpry`, `Tffs-y`, `Tfmpoy`, `Tfms-y`, `Tfmsoy`, `Tfmsry`, `Ti-po`, `Tifp-y`, `Tifso`, `Tifsr`, `Timso`, `Timsr`, `Tsfp`, `Tsfs`, `Tsmp`, `Tsms`, `UNDERSC`, `Va--1`, `Va--1-----y`, `Va--1p`, `Va--1s`, `Va--1s----y`, `Va--2p`, `Va--2p----y`, `Va--2s`, `Va--2s----y`, `Va--3`, `Va--3-----y`, `Va--3p`, `Va--3p----y`, `Va--3s`, `Va--3s----y`, `Vag`, `Vaii1`, `Vaii2s`, `Vaii3p`, `Vaii3s`, `Vail3p`, `Vail3s`, `Vaip1p`, `Vaip1s`, `Vaip2p`, `Vaip2s`, `Vaip3p`, `Vaip3p----y`, `Vaip3s`, `Vaip3s----y`, `Vais3p`, `Vais3s`, `Vam-2s`, `Vanp`, `Vap--sm`, `Vasp1p`, `Vasp1s`, `Vasp2p`, `Vasp2s`, `Vasp3`, `Vmg`, `Vmg-------y`, `Vmii1`, `Vmii1-----y`, `Vmii2p`, `Vmii2s`, `Vmii3p`, `Vmii3p----y`, `Vmii3s`, `Vmii3s----y`, `Vmil1`, `Vmil1p`, `Vmil2s`, `Vmil3p`, `Vmil3p----y`, `Vmil3s`, `Vmil3s----y`, `Vmip1p`, `Vmip1p----y`, `Vmip1s`, `Vmip1s----y`, `Vmip2p`, `Vmip2s`, `Vmip2s----y`, `Vmip3`, `Vmip3-----y`, `Vmip3p`, `Vmip3s`, `Vmip3s----y`, `Vmis1p`, `Vmis1s`, `Vmis3p`, `Vmis3p----y`, `Vmis3s`, `Vmis3s----y`, `Vmm-2p`, `Vmm-2s`, `Vmnp`, `Vmnp------y`, `Vmp--pf`, `Vmp--pm`, `Vmp--sf`, `Vmp--sm`, `Vmp--sm---y`, `Vmsp1p`, `Vmsp1s`, `Vmsp2s`, `Vmsp3`, `Vmsp3-----y`, `X`, `Y`, `Ya`, `Yn`, `Ynfsoy`, `Ynfsry`, `Ynmsoy`, `Ynmsry`, `Yp`, `Yp-sr`, `Yr` |
-| **`parser`** | `ROOT`, `acl`, `advcl`, `advcl:tcl`, `advmod`, `advmod:tmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `cc:preconj`, `ccomp`, `ccomp:pmod`, `compound`, `conj`, `cop`, `csubj`, `csubj:pass`, `dep`, `det`, `expl`, `expl:impers`, `expl:pass`, `expl:poss`, `expl:pv`, `fixed`, `flat`, `goeswith`, `iobj`, `mark`, `nmod`, `nmod:agent`, `nmod:pmod`, `nmod:tmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `orphan`, `parataxis`, `punct`, `vocative`, `xcomp` |
+| **`tagger`** | `ARROW`, `Af`, `Afcfp-n`, `Afcfson`, `Afcfsrn`, `Afcmpoy`, `Afcms-n`, `Afp`, `Afp-p-n`, `Afp-poy`, `Afp-srn`, `Afpf--n`, `Afpfp-n`, `Afpfp-ny`, `Afpfpoy`, `Afpfpry`, `Afpfson`, `Afpfsoy`, `Afpfsrn`, `Afpfsry`, `Afpm--n`, `Afpmp-n`, `Afpmpoy`, `Afpmpry`, `Afpms-n`, `Afpmsoy`, `Afpmsry`, `Afsfp-n`, `Afsfsrn`, `BULLET`, `COLON`, `COMMA`, `Ccssp`, `Ccsspy`, `Crssp`, `Csssp`, `Cssspy`, `DASH`, `DBLQ`, `Dd3-po---e`, `Dd3-po---o`, `Dd3fpo`, `Dd3fpr`, `Dd3fpr---e`, `Dd3fpr---o`, `Dd3fpr--y`, `Dd3fso`, `Dd3fso---e`, `Dd3fsr`, `Dd3fsr---e`, `Dd3fsr---o`, `Dd3fsr--yo`, `Dd3mpo`, `Dd3mpr`, `Dd3mpr---e`, `Dd3mpr---o`, `Dd3mso---e`, `Dd3msr`, `Dd3msr---e`, `Dd3msr---o`, `Dh1ms`, `Dh3fp`, `Dh3fso`, `Dh3fsr`, `Dh3mp`, `Dh3ms`, `Di3`, `Di3-----y`, `Di3--r---e`, `Di3-po`, `Di3-po---e`, `Di3-sr`, `Di3-sr---e`, `Di3-sr--y`, `Di3fp`, `Di3fpr`, `Di3fpr---e`, `Di3fso`, `Di3fso---e`, `Di3fsr`, `Di3fsr---e`, `Di3mp`, `Di3mpr`, `Di3mpr---e`, `Di3ms`, `Di3ms----e`, `Di3mso---e`, `Di3msr`, `Di3msr---e`, `Ds1fp-p`, `Ds1fp-s`, `Ds1fsop`, `Ds1fsos`, `Ds1fsrp`, `Ds1fsrs`, `Ds1fsrs-y`, `Ds1mp-p`, `Ds1mp-s`, `Ds1ms-p`, `Ds1ms-s`, `Ds1msrs-y`, `Ds2---s`, `Ds2fp-p`, `Ds2fp-s`, `Ds2fsrp`, `Ds2fsrs`, `Ds2mp-p`, `Ds2mp-s`, `Ds2ms-p`, `Ds2ms-s`, `Ds3---p`, `Ds3---s`, `Ds3---sy`, `Ds3fp-s`, `Ds3fsos`, `Ds3fsrs`, `Ds3mp-s`, `Ds3ms-s`, `Dw3--r---e`, `Dw3-po---e`, `Dw3fpr`, `Dw3fso---e`, `Dw3fsr`, `Dw3mpr`, `Dw3mso---e`, `Dw3msr`, `Dz3fsr---e`, `Dz3mso---e`, `Dz3msr---e`, `EQUAL`, `EXCL`, `EXCLHELLIP`, `GE`, `GT`, `HELLIP`, `I`, `LCURL`, `LPAR`, `LSQR`, `LT`, `M`, `Mc-p-d`, `Mc-p-l`, `Mc-s-b`, `Mc-s-d`, `Mc-s-l`, `Mcfp-l`, `Mcfp-ln`, `Mcfprln`, `Mcfprly`, `Mcfsoln`, `Mcfsrl`, `Mcfsrln`, `Mcfsrly`, `Mcmp-l`, `Mcms-ln`, `Mcmsrl`, `Mcmsrln`, `Mcmsrly`, `Mffprln`, `Mffsrln`, `Mlfpo`, `Mlfpr`, `Mlmpr`, `Mo---l`, `Mo---ln`, `Mo-s-r`, `Mofp-ln`, `Mofpoly`, `Mofprly`, `Mofs-l`, `Mofsoln`, `Mofsoly`, `Mofsrln`, `Mofsrly`, `Mompoly`, `Momprly`, `Moms-l`, `Moms-ln`, `Momsoly`, `Momsrly`, `Nc`, `Nc---n`, `Ncf--n`, `Ncfp-n`, `Ncfpoy`, `Ncfpry`, `Ncfs-n`, `Ncfson`, `Ncfsoy`, `Ncfsrn`, `Ncfsry`, `Ncfsryy`, `Ncfsvy`, `Ncm--n`, `Ncmp-n`, `Ncmpoy`, `Ncmpry`, `Ncms-n`, `Ncms-ny`, `Ncms-y`, `Ncmsoy`, `Ncmsrn`, `Ncmsry`, `Ncmsryy`, `Ncmsvn`, `Ncmsvy`, `Np`, `Npfson`, `Npfsoy`, `Npfsrn`, `Npfsry`, `Npmpoy`, `Npmpry`, `Npms-n`, `Npmsoy`, `Npmsry`, `PERCENT`, `PERIOD`, `PLUS`, `PLUSMINUS`, `Pd3-po`, `Pd3fpr`, `Pd3fso`, `Pd3fsr`, `Pd3mpo`, `Pd3mpr`, `Pd3mpr--y`, `Pd3mso`, `Pd3msr`, `Pi3--r`, `Pi3-po`, `Pi3-so`, `Pi3-sr`, `Pi3fpr`, `Pi3fso`, `Pi3fsr`, `Pi3mpr`, `Pi3mso`, `Pi3msr`, `Pi3msr--y`, `Pp1-pa--------w`, `Pp1-pa--y-----w`, `Pp1-pd--------s`, `Pp1-pd--------w`, `Pp1-pd--y-----w`, `Pp1-pr--------s`, `Pp1-sa--------s`, `Pp1-sa--------w`, `Pp1-sa--y-----w`, `Pp1-sd--------s`, `Pp1-sd--------w`, `Pp1-sd--y-----w`, `Pp1-sn--------s`, `Pp2-----------s`, `Pp2-pa--------w`, `Pp2-pa--y-----w`, `Pp2-pd--------w`, `Pp2-pd--y-----w`, `Pp2-pr--------s`, `Pp2-sa--------s`, `Pp2-sa--------w`, `Pp2-sa--y-----w`, `Pp2-sd--------s`, `Pp2-sd--------w`, `Pp2-sd--y-----w`, `Pp2-sn--------s`, `Pp2-so--------s`, `Pp2-sr--------s`, `Pp3-p---------s`, `Pp3-pd--------w`, `Pp3-pd--y-----w`, `Pp3-po--------s`, `Pp3-sd--------w`, `Pp3-sd--y-----w`, `Pp3-so--------s`, `Pp3fpa--------w`, `Pp3fpa--y-----w`, `Pp3fpr--------s`, `Pp3fs---------s`, `Pp3fsa--------w`, `Pp3fsa--y-----w`, `Pp3fso--------s`, `Pp3fsr--------s`, `Pp3fsr--y-----s`, `Pp3mpa--------w`, `Pp3mpa--y-----w`, `Pp3mpr--------s`, `Pp3ms---------s`, `Pp3msa--------w`, `Pp3msa--y-----w`, `Pp3mso--------s`, `Pp3msr--------s`, `Pp3msr--y-----s`, `Ps1fp-s`, `Ps1fsrp`, `Ps1fsrs`, `Ps1mp-p`, `Ps1ms-p`, `Ps2fp-s`, `Ps2fsrp`, `Ps2fsrs`, `Ps3---p`, `Ps3---s`, `Ps3fp-s`, `Ps3fsrs`, `Ps3mp-s`, `Ps3ms-s`, `Pw3--r`, `Pw3-po`, `Pw3-so`, `Pw3fpr`, `Pw3fso`, `Pw3mpr`, `Pw3mso`, `Px3--a--------s`, `Px3--a--------w`, `Px3--a--y-----w`, `Px3--d--------w`, `Px3--d--y-----w`, `Pz3-sr`, `Pz3fsr`, `QUEST`, `QUOT`, `Qf`, `Qn`, `Qs`, `Qs-y`, `Qz`, `Qz-y`, `RCURL`, `RPAR`, `RSQR`, `Rc`, `Rgp`, `Rgpy`, `Rgs`, `Rp`, `Rw`, `Rw-y`, `Rz`, `SCOLON`, `SLASH`, `STAR`, `Sp`, `Spsa`, `Spsay`, `Spsd`, `Spsg`, `Td-po`, `Tdfpr`, `Tdfso`, `Tdfsr`, `Tdmpr`, `Tdmso`, `Tdmsr`, `Tf-so`, `Tffpoy`, `Tffpry`, `Tffs-y`, `Tfmpoy`, `Tfms-y`, `Tfmsoy`, `Tfmsry`, `Ti-po`, `Tifp-y`, `Tifso`, `Tifsr`, `Timso`, `Timsr`, `Tsfp`, `Tsfs`, `Tsmp`, `Tsms`, `UNDERSC`, `Va--1`, `Va--1-----y`, `Va--1p`, `Va--1s`, `Va--1s----y`, `Va--2p`, `Va--2p----y`, `Va--2s`, `Va--2s----y`, `Va--3`, `Va--3-----y`, `Va--3p`, `Va--3p----y`, `Va--3s`, `Va--3s----y`, `Vag`, `Vag-------y`, `Vaii1`, `Vaii2s`, `Vaii3p`, `Vaii3s`, `Vail3p`, `Vail3s`, `Vaip1p`, `Vaip1s`, `Vaip2p`, `Vaip2s`, `Vaip3p`, `Vaip3p----y`, `Vaip3s`, `Vaip3s----y`, `Vais3p`, `Vais3s`, `Vam-2s`, `Vanp`, `Vap--sm`, `Vasp1p`, `Vasp1s`, `Vasp2p`, `Vasp2s`, `Vasp3`, `Vmg`, `Vmg-------y`, `Vmii1`, `Vmii1-----y`, `Vmii2p`, `Vmii2s`, `Vmii3p`, `Vmii3p----y`, `Vmii3s`, `Vmii3s----y`, `Vmil1`, `Vmil1p`, `Vmil2s`, `Vmil3p`, `Vmil3p----y`, `Vmil3s`, `Vmil3s----y`, `Vmip1p`, `Vmip1p----y`, `Vmip1s`, `Vmip1s----y`, `Vmip2p`, `Vmip2s`, `Vmip2s----y`, `Vmip3`, `Vmip3-----y`, `Vmip3p`, `Vmip3s`, `Vmip3s----y`, `Vmis1p`, `Vmis1s`, `Vmis3p`, `Vmis3p----y`, `Vmis3s`, `Vmis3s----y`, `Vmm-2p`, `Vmm-2s`, `Vmnp`, `Vmnp------y`, `Vmp--pf`, `Vmp--pm`, `Vmp--sf`, `Vmp--sm`, `Vmp--sm---y`, `Vmsp1p`, `Vmsp2p`, `Vmsp2s`, `Vmsp3`, `Vmsp3-----y`, `X`, `Y`, `Ya`, `Yn`, `Ynfsoy`, `Ynfsry`, `Ynmsoy`, `Ynmsry`, `Yp`, `Yp,Yn`, `Yp-sr`, `Yr` |
+| **`parser`** | `ROOT`, `acl`, `advcl`, `advcl:tcl`, `advmod`, `advmod:tmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `cc:preconj`, `ccomp`, `ccomp:pmod`, `compound`, `conj`, `cop`, `csubj`, `csubj:pass`, `dep`, `det`, `expl`, `expl:impers`, `expl:pass`, `expl:poss`, `expl:pv`, `fixed`, `flat`, `goeswith`, `iobj`, `mark`, `nmod`, `nmod:tmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `obl:pmod`, `orphan`, `parataxis`, `punct`, `vocative`, `xcomp` |
 | **`senter`** | `I`, `S` |
 | **`ner`** | `DATETIME`, `EVENT`, `FACILITY`, `GPE`, `LANGUAGE`, `LOC`, `MONEY`, `NAT_REL_POL`, `NUMERIC_VALUE`, `ORDINAL`, `ORGANIZATION`, `PERIOD`, `PERSON`, `PRODUCT`, `QUANTITY`, `WORK_OF_ART` |
 
@@ -92,15 +92,21 @@ Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter
 | Type | Score |
 | --- | --- |
 | `TOKEN_ACC` | 99.90 |
-| `TAG_ACC` | 97.30 |
-| `POS_ACC` | 96.43 |
-| `MORPH_ACC` | 97.43 |
-| `LEMMA_ACC` | 81.87 |
-| `DEP_UAS` | 89.03 |
-| `DEP_LAS` | 84.43 |
-| `ENTS_P` | 75.25 |
-| `ENTS_R` | 75.68 |
-| `ENTS_F` | 75.46 |
-| `SENTS_P` | 95.98 |
-| `SENTS_R` | 95.35 |
-| `SENTS_F` | 95.66 |
+| `TOKEN_P` | 99.67 |
+| `TOKEN_R` | 99.57 |
+| `TOKEN_F` | 99.59 |
+| `TAG_ACC` | 96.20 |
+| `SENTS_P` | 96.26 |
+| `SENTS_R` | 95.88 |
+| `SENTS_F` | 96.07 |
+| `DEP_UAS` | 88.93 |
+| `DEP_LAS` | 83.88 |
+| `POS_ACC` | 93.82 |
+| `MORPH_ACC` | 94.69 |
+| `MORPH_MICRO_P` | 98.71 |
+| `MORPH_MICRO_R` | 95.58 |
+| `MORPH_MICRO_F` | 96.84 |
+| `LEMMA_ACC` | 81.83 |
+| `ENTS_P` | 74.86 |
+| `ENTS_R` | 76.30 |
+| `ENTS_F` | 75.57 |

accuracy.json

@@ -1,185 +1,64 @@
 {
   "token_acc": 0.9990029326,
-  "tag_acc": 0.9730009254,
-  "pos_acc": 0.9642915465,
-  "morph_acc": 0.9742780152,
-  "lemma_acc": 0.8186589263,
-  "dep_uas": 0.8902760351,
-  "dep_las": 0.8442910916,
-  "ents_p": 0.7524828113,
-  "ents_r": 0.7568190549,
-  "ents_f": 0.7546447041,
-  "sents_p": 0.9598393574,
-  "sents_r": 0.9534574468,
-  "sents_f": 0.9566377585,
-  "speed": 8493.8160932984,
-  "morph_per_feat": {
-    "AdpType": {
-      "p": 0.997492687,
-      "r": 0.9933416563,
-      "f": 0.995412844
-    },
-    "Case": {
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-      "r": 0.9809588116,
-      "f": 0.9843485331
-    },
-    "Variant": {
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-      "r": 0.9241877256,
-      "f": 0.9534450652
-    },
-    "Gender": {
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-      "r": 0.9754901961,
-      "f": 0.977681078
-    },
-    "Number": {
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-      "r": 0.9754712696,
-      "f": 0.9783041968
-    },
-    "PronType": {
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-      "r": 0.9892857143,
-      "f": 0.9918158568
-    },
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-      "f": 0.9742225484
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-      "f": 0.9447779112
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-    "Polarity": {
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-      "f": 0.9865298268
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-    "Mood": {
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-      "f": 0.9690647482
-    },
-    "Person": {
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-      "f": 0.9759235435
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-    "Tense": {
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-      "f": 0.9333333333
-    },
-    "Foreign": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
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-  },
+  "token_p": 0.9967350492,
+  "token_r": 0.9957244934,
+  "token_f": 0.9959492157,
+  "tag_acc": 0.9619726156,
+  "sents_p": 0.9626168224,
+  "sents_r": 0.9587765957,
+  "sents_f": 0.9606928714,
+  "dep_uas": 0.8893350063,
+  "dep_las": 0.8388068128,
   "dep_las_per_type": {
     "case": {
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-      "r": 0.9410331384,
-      "f": 0.934430196
+      "p": 0.9337493999,
+      "r": 0.9492435334,
+      "f": 0.9414327202
     },
     "det": {
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-      "f": 0.9579288026
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+      "f": 0.9571815718
     },
     "nmod:tmod": {
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-      "f": 0.0434782609
+      "p": 0.6666666667,
+      "r": 0.0930232558,
+      "f": 0.1632653061
     },
     "amod": {
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-      "r": 0.8847549909,
-      "f": 0.8807588076
+      "p": 0.8737690242,
+      "r": 0.8864668483,
+      "f": 0.8800721371
     },
     "cc": {
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-      "r": 0.8953974895,
-      "f": 0.8842975207
+      "p": 0.877016129,
+      "r": 0.910041841,
+      "f": 0.8932238193
     },
     "conj": {
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-      "r": 0.6102719033,
-      "f": 0.6061515379
+      "p": 0.5879699248,
+      "r": 0.5915279879,
+      "f": 0.5897435897
     },
     "nmod": {
-      "p": 0.7827130852,
-      "r": 0.8242730721,
-      "f": 0.802955665
+      "p": 0.7885679164,
+      "r": 0.8099747475,
+      "f": 0.7991279975
     },
     "mark": {
-      "p": 0.8881578947,
-      "r": 0.9101123596,
-      "f": 0.8990011099
+      "p": 0.9161147903,
+      "r": 0.9222222222,
+      "f": 0.919158361
     },
     "fixed": {
-      "p": 0.8504273504,
-      "r": 0.6945898778,
-      "f": 0.7646493756
+      "p": 0.8559322034,
+      "r": 0.7163120567,
+      "f": 0.7799227799
     },
     "nsubj": {
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-      "r": 0.7674714104,
-      "f": 0.7926509186
+      "p": 0.8134920635,
+      "r": 0.7824427481,
+      "f": 0.7976653696
     },
     "advcl:tcl": {
       "p": 0.0,
@@ -187,84 +66,84 @@
       "f": 0.0
     },
     "obj": {
-      "p": 0.7511811024,
-      "r": 0.8139931741,
-      "f": 0.7813267813
+      "p": 0.7793880837,
+      "r": 0.8273504274,
+      "f": 0.8026533997
     },
     "nummod": {
-      "p": 0.9028213166,
-      "r": 0.8861538462,
-      "f": 0.8944099379
+      "p": 0.8892405063,
+      "r": 0.8619631902,
+      "f": 0.8753894081
     },
     "flat": {
-      "p": 0.765625,
-      "r": 0.7,
-      "f": 0.7313432836
+      "p": 0.7441860465,
+      "r": 0.6857142857,
+      "f": 0.7137546468
     },
     "obl": {
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-      "r": 0.7196367764,
-      "f": 0.679528403
+      "p": 0.6402378593,
+      "r": 0.731596829,
+      "f": 0.6828752643
     },
-    "nmod:pmod": {
-      "p": 0.5454545455,
-      "r": 0.1384615385,
-      "f": 0.2208588957
+    "obl:pmod": {
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+      "r": 0.1615384615,
+      "f": 0.2359550562
     },
     "acl": {
-      "p": 0.6765498652,
-      "r": 0.7150997151,
-      "f": 0.6952908587
+      "p": 0.7222222222,
+      "r": 0.7303370787,
+      "f": 0.7262569832
     },
     "advmod": {
-      "p": 0.7627785059,
-      "r": 0.75,
-      "f": 0.7563352827
+      "p": 0.8060686016,
+      "r": 0.7823303457,
+      "f": 0.7940220923
     },
     "expl:pv": {
-      "p": 0.7788944724,
-      "r": 0.8288770053,
-      "f": 0.8031088083
+      "p": 0.7777777778,
+      "r": 0.8191489362,
+      "f": 0.7979274611
     },
     "root": {
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-      "r": 0.9135638298,
-      "f": 0.916611074
+      "p": 0.9103078983,
+      "r": 0.9042553191,
+      "f": 0.9072715143
     },
     "advcl": {
-      "p": 0.5634920635,
-      "r": 0.5772357724,
-      "f": 0.5702811245
+      "p": 0.5579710145,
+      "r": 0.6260162602,
+      "f": 0.5900383142
     },
     "iobj": {
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-      "r": 0.6554054054,
-      "f": 0.7028985507
+      "p": 0.7966101695,
+      "r": 0.6394557823,
+      "f": 0.7094339623
     },
     "ccomp": {
-      "p": 0.7272727273,
-      "r": 0.808988764,
-      "f": 0.7659574468
+      "p": 0.6995073892,
+      "r": 0.802259887,
+      "f": 0.7473684211
     },
     "goeswith": {
-      "p": 0.7,
-      "r": 0.5833333333,
-      "f": 0.6363636364
+      "p": 0.25,
+      "r": 0.1428571429,
+      "f": 0.1818181818
     },
     "parataxis": {
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-      "r": 0.5419847328,
-      "f": 0.6311111111
+      "p": 0.8494623656,
+      "r": 0.6030534351,
+      "f": 0.7053571429
     },
     "expl:poss": {
-      "p": 0.6666666667,
-      "r": 0.6976744186,
-      "f": 0.6818181818
+      "p": 0.6086956522,
+      "r": 0.6511627907,
+      "f": 0.6292134831
     },
     "cop": {
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-      "r": 0.7654320988,
-      "f": 0.7630769231
+      "p": 0.75,
+      "r": 0.773006135,
+      "f": 0.7613293051
     },
     "cc:preconj": {
       "p": 0.0,
@@ -272,54 +151,49 @@
       "f": 0.0
     },
     "aux": {
-      "p": 0.9772079772,
+      "p": 0.9661971831,
       "r": 0.9122340426,
-      "f": 0.9436038514
+      "f": 0.9384404925
     },
     "expl": {
-      "p": 0.5365853659,
-      "r": 0.511627907,
-      "f": 0.5238095238
+      "p": 0.5714285714,
+      "r": 0.4761904762,
+      "f": 0.5194805195
     },
     "appos": {
-      "p": 0.5060240964,
-      "r": 0.4158415842,
-      "f": 0.4565217391
+      "p": 0.4691358025,
+      "r": 0.3762376238,
+      "f": 0.4175824176
     },
     "xcomp": {
-      "p": 0.5737704918,
-      "r": 0.4268292683,
-      "f": 0.4895104895
+      "p": 0.5538461538,
+      "r": 0.4337349398,
+      "f": 0.4864864865
     },
-    "dep": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
+    "nsubj:pass": {
+      "p": 0.5878787879,
+      "r": 0.6381578947,
+      "f": 0.6119873817
     },
     "csubj": {
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-      "r": 0.746031746,
-      "f": 0.7704918033
+      "p": 0.8448275862,
+      "r": 0.7777777778,
+      "f": 0.8099173554
     },
-    "nmod:agent": {
-      "p": 0.75,
-      "r": 0.7846153846,
-      "f": 0.7669172932
+    "obl:agent": {
+      "p": 0.7538461538,
+      "r": 0.7538461538,
+      "f": 0.7538461538
     },
     "aux:pass": {
-      "p": 0.75,
-      "r": 0.9,
-      "f": 0.8181818182
-    },
-    "nsubj:pass": {
-      "p": 0.6060606061,
-      "r": 0.6711409396,
-      "f": 0.6369426752
+      "p": 0.7428571429,
+      "r": 0.8666666667,
+      "f": 0.8
     },
-    "ccomp:pmod": {
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-      "r": 0.2,
-      "f": 0.2608695652
+    "dep": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "advmod:tmod": {
       "p": 0.0,
@@ -331,10 +205,15 @@
       "r": 0.6666666667,
       "f": 0.5714285714
     },
+    "ccomp:pmod": {
+      "p": 0.5,
+      "r": 0.1875,
+      "f": 0.2727272727
+    },
     "expl:pass": {
-      "p": 0.6966292135,
-      "r": 0.6813186813,
-      "f": 0.6888888889
+      "p": 0.6808510638,
+      "r": 0.7032967033,
+      "f": 0.6918918919
     },
     "orphan": {
       "p": 0.0,
@@ -347,9 +226,9 @@
       "f": 0.1666666667
     },
     "csubj:pass": {
-      "p": 0.5,
-      "r": 0.3333333333,
-      "f": 0.4
+      "p": 0.6666666667,
+      "r": 0.6666666667,
+      "f": 0.6666666667
     },
     "vocative": {
       "p": 0.0,
@@ -362,86 +241,213 @@
       "f": 0.0
     }
   },
-  "ents_per_type": {
-    "DATETIME": {
-      "p": 0.762541806,
-      "r": 0.7944250871,
-      "f": 0.7781569966
+  "pos_acc": 0.9381923087,
+  "morph_acc": 0.9469023954,
+  "morph_micro_p": 0.9870716332,
+  "morph_micro_r": 0.9558096483,
+  "morph_micro_f": 0.9683797083,
+  "morph_per_feat": {
+    "AdpType": {
+      "p": 0.9954051796,
+      "r": 0.9941593659,
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     },
-    "ORGANIZATION": {
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-      "r": 0.6942675159,
-      "f": 0.6920634921
+    "Case": {
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+      "r": 0.9820391627,
+      "f": 0.9846987136
     },
-    "FACILITY": {
-      "p": 0.536,
-      "r": 0.5114503817,
-      "f": 0.5234375
+    "Variant": {
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     },
-    "NUMERIC_VALUE": {
-      "p": 0.9253112033,
-      "r": 0.9449152542,
-      "f": 0.9350104822
+    "Gender": {
+      "p": 0.9821478774,
+      "r": 0.9776129845,
+      "f": 0.9798751841
     },
-    "ORDINAL": {
-      "p": 0.8653846154,
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+    "Number": {
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     },
-    "EVENT": {
-      "p": 0.6785714286,
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+    "PronType": {
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     },
-    "GPE": {
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+    "Definite": {
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-    "PERSON": {
-      "p": 0.7031746032,
-      "r": 0.7432885906,
-      "f": 0.722675367
+    "Degree": {
+      "p": 0.9568913175,
+      "r": 0.9347568209,
+      "f": 0.9456945695
     },
-    "NAT_REL_POL": {
-      "p": 0.9300699301,
-      "r": 0.8866666667,
-      "f": 0.9078498294
+    "Polarity": {
+      "p": 0.9884318766,
+      "r": 0.9858974359,
+      "f": 0.9871630295
     },
-    "MONEY": {
-      "p": 0.9230769231,
-      "r": 0.8275862069,
-      "f": 0.8727272727
+    "Mood": {
+      "p": 0.9740072202,
+      "r": 0.9677187948,
+      "f": 0.9708528248
+    },
+    "Person": {
+      "p": 0.9764359352,
+      "r": 0.9696526508,
+      "f": 0.9730324711
+    },
+    "Tense": {
+      "p": 0.9707207207,
+      "r": 0.9563609467,
+      "f": 0.9634873323
+    },
+    "VerbForm": {
+      "p": 0.9714013346,
+      "r": 0.9622285175,
+      "f": 0.9667931689
+    },
+    "NumForm": {
+      "p": 0.9758064516,
+      "r": 0.2929782082,
+      "f": 0.4506517691
+    },
+    "NumType": {
+      "p": 0.9846153846,
+      "r": 0.3054892601,
+      "f": 0.4663023679
+    },
+    "PartType": {
+      "p": 0.9473684211,
+      "r": 0.9230769231,
+      "f": 0.9350649351
+    },
+    "Strength": {
+      "p": 0.9914675768,
+      "r": 0.97319933,
+      "f": 0.9822485207
+    },
+    "Reflex": {
+      "p": 0.9938461538,
+      "r": 0.9877675841,
+      "f": 0.990797546
+    },
+    "Poss": {
+      "p": 0.986013986,
+      "r": 0.986013986,
+      "f": 0.986013986
+    },
+    "Position": {
+      "p": 0.986013986,
+      "r": 0.9724137931,
+      "f": 0.9791666667
+    },
+    "Number[psor]": {
+      "p": 0.9420289855,
+      "r": 0.9558823529,
+      "f": 0.9489051095
+    },
+    "Foreign": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "Abbr": {
+      "p": 0.9620253165,
+      "r": 0.9156626506,
+      "f": 0.9382716049
+    }
+  },
+  "lemma_acc": 0.8183070924,
+  "ents_p": 0.7485865058,
+  "ents_r": 0.7629658087,
+  "ents_f": 0.7557077626,
+  "ents_per_type": {
+    "DATETIME": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "PERSON": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "PRODUCT": {
-      "p": 0.536,
-      "r": 0.4890510949,
-      "f": 0.5114503817
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "LOC": {
-      "p": 0.4868421053,
-      "r": 0.4868421053,
-      "f": 0.4868421053
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "GPE": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "ORDINAL": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "NUMERIC_VALUE": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "ORGANIZATION": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "NAT_REL_POL": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "WORK_OF_ART": {
-      "p": 0.3157894737,
-      "r": 0.3157894737,
-      "f": 0.3157894737
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "EVENT": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "FACILITY": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "QUANTITY": {
-      "p": 0.8571428571,
-      "r": 0.9230769231,
-      "f": 0.8888888889
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "MONEY": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "LANGUAGE": {
-      "p": 0.5714285714,
-      "r": 1.0,
-      "f": 0.7272727273
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "PERIOD": {
-      "p": 0.8648648649,
-      "r": 0.7619047619,
-      "f": 0.8101265823
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     }
-  }
+  },
+  "speed": 8391.5537539766
 }

config.cfg

@@ -1,10 +1,8 @@
 [paths]
-train = "corpus/ro-dep-mixed/train.spacy"
-dev = "corpus/ro-dep-mixed/dev.spacy"
-vectors = "corpus/ro_vectors"
-raw = null
+train = null
+dev = null
+vectors = null
 init_tok2vec = null
-vocab_data = null
 
 [system]
 gpu_allocator = null
@@ -24,6 +22,7 @@ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
 
 [components.attribute_ruler]
 factory = "attribute_ruler"
+scorer = {"@scorers":"spacy.attribute_ruler_scorer.v1"}
 validate = false
 
 [components.lemmatizer]
@@ -31,11 +30,13 @@ factory = "lemmatizer"
 mode = "lookup"
 model = null
 overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
 
 [components.ner]
 factory = "ner"
 incorrect_spans_key = null
 moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
 update_with_oracle_cut_size = 100
 
 [components.ner.model]
@@ -53,8 +54,8 @@ nO = null
 [components.ner.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,2500,2500,2500]
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [5000,2500,2500,2500,100]
 include_static_vectors = true
 
 [components.ner.model.tok2vec.encode]
@@ -69,6 +70,7 @@ factory = "parser"
 learn_tokens = false
 min_action_freq = 30
 moves = null
+scorer = {"@scorers":"spacy.parser_scorer.v1"}
 update_with_oracle_cut_size = 100
 
 [components.parser.model]
@@ -87,6 +89,8 @@ upstream = "tok2vec"
 
 [components.senter]
 factory = "senter"
+overwrite = false
+scorer = {"@scorers":"spacy.senter_scorer.v1"}
 
 [components.senter.model]
 @architectures = "spacy.Tagger.v1"
@@ -98,8 +102,8 @@ nO = null
 [components.senter.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 16
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [1000,500,500,500]
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [1000,500,500,500,50]
 include_static_vectors = true
 
 [components.senter.model.tok2vec.encode]
@@ -111,6 +115,8 @@ maxout_pieces = 2
 
 [components.tagger]
 factory = "tagger"
+overwrite = false
+scorer = {"@scorers":"spacy.tagger_scorer.v1"}
 
 [components.tagger.model]
 @architectures = "spacy.Tagger.v1"
@@ -130,8 +136,8 @@ factory = "tok2vec"
 [components.tok2vec.model.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.tok2vec.model.encode:width}
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,2500,2500,2500]
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [5000,2500,2500,2500,100]
 include_static_vectors = true
 
 [components.tok2vec.model.encode]
@@ -145,22 +151,19 @@ maxout_pieces = 3
 
 [corpora.dev]
 @readers = "spacy.Corpus.v1"
-limit = 0
-max_length = 0
-path = ${paths:dev}
+path = ${paths.dev}
 gold_preproc = false
+max_length = 0
+limit = 0
 augmenter = null
 
 [corpora.train]
 @readers = "spacy.Corpus.v1"
-path = ${paths:train}
-max_length = 5000
+path = ${paths.train}
 gold_preproc = false
+max_length = 0
 limit = 0
-
-[corpora.train.augmenter]
-@augmenters = "spacy.lower_case.v1"
-level = 0.1
+augmenter = null
 
 [training]
 train_corpus = "corpora.train"
@@ -191,9 +194,8 @@ compound = 1.001
 t = 0.0
 
 [training.logger]
-@loggers = "spacy.WandbLogger.v1"
-project_name = "spacy-v3.0.0a2"
-remove_config_values = []
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
 
 [training.optimizer]
 @optimizers = "Adam.v1"
@@ -214,16 +216,17 @@ dep_las_per_type = null
 sents_p = null
 sents_r = null
 sents_f = 0.02
-lemma_acc = 0.33
-ents_f = 0.33
+lemma_acc = 0.5
+ents_f = 0.16
 ents_p = 0.0
 ents_r = 0.0
 ents_per_type = null
+speed = 0.0
 
 [pretraining]
 
 [initialize]
-vocab_data = ${paths.vocab_data}
+vocab_data = null
 vectors = ${paths.vectors}
 init_tok2vec = ${paths.init_tok2vec}
 before_init = null

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"ro",
   "name":"core_news_md",
-  "version":"3.1.0",
+  "version":"3.2.0",
   "description":"Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.",
   "author":"Explosion",
   "email":"[email protected]",
   "url":"https://explosion.ai",
   "license":"CC BY-SA 4.0",
-  "spacy_version":">=3.1.0,<3.2.0",
-  "spacy_git_version":"caba63b74",
+  "spacy_version":">=3.2.0,<3.3.0",
+  "spacy_git_version":"bb26550e2",
   "vectors":{
     "width":300,
     "vectors":20000,
@@ -30,6 +30,7 @@
       "Afp",
       "Afp-p-n",
       "Afp-poy",
+      "Afp-srn",
       "Afpf--n",
       "Afpfp-n",
       "Afpfp-ny",
@@ -131,6 +132,7 @@
       "Ds2ms-s",
       "Ds3---p",
       "Ds3---s",
+      "Ds3---sy",
       "Ds3fp-s",
       "Ds3fsos",
       "Ds3fsrs",
@@ -159,18 +161,23 @@
       "LSQR",
       "LT",
       "M",
-      "Mc",
       "Mc-p-d",
       "Mc-p-l",
+      "Mc-s-b",
+      "Mc-s-d",
+      "Mc-s-l",
       "Mcfp-l",
       "Mcfp-ln",
       "Mcfprln",
       "Mcfprly",
       "Mcfsoln",
+      "Mcfsrl",
       "Mcfsrln",
+      "Mcfsrly",
       "Mcmp-l",
       "Mcms-ln",
       "Mcmsrl",
+      "Mcmsrln",
       "Mcmsrly",
       "Mffprln",
       "Mffsrln",
@@ -243,7 +250,6 @@
       "Pd3mpr--y",
       "Pd3mso",
       "Pd3msr",
-      "Pi3",
       "Pi3--r",
       "Pi3-po",
       "Pi3-so",
@@ -289,6 +295,7 @@
       "Pp3-po--------s",
       "Pp3-sd--------w",
       "Pp3-sd--y-----w",
+      "Pp3-so--------s",
       "Pp3fpa--------w",
       "Pp3fpa--y-----w",
       "Pp3fpr--------s",
@@ -315,7 +322,6 @@
       "Ps2fp-s",
       "Ps2fsrp",
       "Ps2fsrs",
-      "Ps2ms-s",
       "Ps3---p",
       "Ps3---s",
       "Ps3fp-s",
@@ -348,7 +354,6 @@
       "RPAR",
       "RSQR",
       "Rc",
-      "Rgc",
       "Rgp",
       "Rgpy",
       "Rgs",
@@ -406,6 +411,7 @@
       "Va--3s",
       "Va--3s----y",
       "Vag",
+      "Vag-------y",
       "Vaii1",
       "Vaii2s",
       "Vaii3p",
@@ -475,7 +481,7 @@
       "Vmp--sm",
       "Vmp--sm---y",
       "Vmsp1p",
-      "Vmsp1s",
+      "Vmsp2p",
       "Vmsp2s",
       "Vmsp3",
       "Vmsp3-----y",
@@ -488,6 +494,7 @@
       "Ynmsoy",
       "Ynmsry",
       "Yp",
+      "Yp,Yn",
       "Yp-sr",
       "Yr"
     ],
@@ -525,14 +532,14 @@
       "iobj",
       "mark",
       "nmod",
-      "nmod:agent",
-      "nmod:pmod",
       "nmod:tmod",
       "nsubj",
       "nsubj:pass",
       "nummod",
       "obj",
       "obl",
+      "obl:agent",
+      "obl:pmod",
       "orphan",
       "parataxis",
       "punct",
@@ -590,186 +597,65 @@
   ],
   "performance":{
     "token_acc":0.9990029326,
-    "tag_acc":0.9730009254,
-    "pos_acc":0.9642915465,
-    "morph_acc":0.9742780152,
-    "lemma_acc":0.8186589263,
-    "dep_uas":0.8902760351,
-    "dep_las":0.8442910916,
-    "ents_p":0.7524828113,
-    "ents_r":0.7568190549,
-    "ents_f":0.7546447041,
-    "sents_p":0.9598393574,
-    "sents_r":0.9534574468,
-    "sents_f":0.9566377585,
-    "speed":8493.8160932984,
-    "morph_per_feat":{
-      "AdpType":{
-        "p":0.997492687,
-        "r":0.9933416563,
-        "f":0.995412844
-      },
-      "Case":{
-        "p":0.9877617623,
-        "r":0.9809588116,
-        "f":0.9843485331
-      },
-      "Variant":{
-        "p":0.9846153846,
-        "r":0.9241877256,
-        "f":0.9534450652
-      },
-      "Gender":{
-        "p":0.9798818233,
-        "r":0.9754901961,
-        "f":0.977681078
-      },
-      "Number":{
-        "p":0.9811536265,
-        "r":0.9754712696,
-        "f":0.9783041968
-      },
-      "PronType":{
-        "p":0.9943589744,
-        "r":0.9892857143,
-        "f":0.9918158568
-      },
-      "Definite":{
-        "p":0.9773605743,
-        "r":0.9711046086,
-        "f":0.9742225484
-      },
-      "Degree":{
-        "p":0.9527845036,
-        "r":0.9369047619,
-        "f":0.9447779112
-      },
-      "Polarity":{
-        "p":0.9884318766,
-        "r":0.9846350832,
-        "f":0.9865298268
-      },
-      "Mood":{
-        "p":0.9760869565,
-        "r":0.9621428571,
-        "f":0.9690647482
-      },
-      "Person":{
-        "p":0.9822419534,
-        "r":0.9696859021,
-        "f":0.9759235435
-      },
-      "Tense":{
-        "p":0.9691497366,
-        "r":0.9491525424,
-        "f":0.9590469099
-      },
-      "VerbForm":{
-        "p":0.9661582459,
-        "r":0.9579395085,
-        "f":0.9620313242
-      },
-      "NumForm":{
-        "p":0.9926650367,
-        "r":0.9902439024,
-        "f":0.9914529915
-      },
-      "NumType":{
-        "p":0.9951807229,
-        "r":0.9904076739,
-        "f":0.9927884615
-      },
-      "PartType":{
-        "p":0.9473684211,
-        "r":0.9,
-        "f":0.9230769231
-      },
-      "Strength":{
-        "p":0.9931623932,
-        "r":0.9781144781,
-        "f":0.9855810008
-      },
-      "Reflex":{
-        "p":0.9969135802,
-        "r":0.990797546,
-        "f":0.9938461538
-      },
-      "Poss":{
-        "p":0.9826989619,
-        "r":0.993006993,
-        "f":0.987826087
-      },
-      "Position":{
-        "p":0.9791666667,
-        "r":0.9724137931,
-        "f":0.9757785467
-      },
-      "Number[psor]":{
-        "p":0.9436619718,
-        "r":0.9710144928,
-        "f":0.9571428571
-      },
-      "Abbr":{
-        "p":0.9625,
-        "r":0.9058823529,
-        "f":0.9333333333
-      },
-      "Foreign":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
-      }
-    },
+    "token_p":0.9967350492,
+    "token_r":0.9957244934,
+    "token_f":0.9959492157,
+    "tag_acc":0.9619726156,
+    "sents_p":0.9626168224,
+    "sents_r":0.9587765957,
+    "sents_f":0.9606928714,
+    "dep_uas":0.8893350063,
+    "dep_las":0.8388068128,
     "dep_las_per_type":{
       "case":{
-        "p":0.9279192696,
-        "r":0.9410331384,
-        "f":0.934430196
+        "p":0.9337493999,
+        "r":0.9492435334,
+        "f":0.9414327202
       },
       "det":{
-        "p":0.9426751592,
-        "r":0.9736842105,
-        "f":0.9579288026
+        "p":0.9484425349,
+        "r":0.966083151,
+        "f":0.9571815718
       },
       "nmod:tmod":{
-        "p":0.3333333333,
-        "r":0.023255814,
-        "f":0.0434782609
+        "p":0.6666666667,
+        "r":0.0930232558,
+        "f":0.1632653061
       },
       "amod":{
-        "p":0.8767985612,
-        "r":0.8847549909,
-        "f":0.8807588076
+        "p":0.8737690242,
+        "r":0.8864668483,
+        "f":0.8800721371
       },
       "cc":{
-        "p":0.8734693878,
-        "r":0.8953974895,
-        "f":0.8842975207
+        "p":0.877016129,
+        "r":0.910041841,
+        "f":0.8932238193
       },
       "conj":{
-        "p":0.6020864382,
-        "r":0.6102719033,
-        "f":0.6061515379
+        "p":0.5879699248,
+        "r":0.5915279879,
+        "f":0.5897435897
       },
       "nmod":{
-        "p":0.7827130852,
-        "r":0.8242730721,
-        "f":0.802955665
+        "p":0.7885679164,
+        "r":0.8099747475,
+        "f":0.7991279975
       },
       "mark":{
-        "p":0.8881578947,
-        "r":0.9101123596,
-        "f":0.8990011099
+        "p":0.9161147903,
+        "r":0.9222222222,
+        "f":0.919158361
       },
       "fixed":{
-        "p":0.8504273504,
-        "r":0.6945898778,
-        "f":0.7646493756
+        "p":0.8559322034,
+        "r":0.7163120567,
+        "f":0.7799227799
       },
       "nsubj":{
-        "p":0.8195386703,
-        "r":0.7674714104,
-        "f":0.7926509186
+        "p":0.8134920635,
+        "r":0.7824427481,
+        "f":0.7976653696
       },
       "advcl:tcl":{
         "p":0.0,
@@ -777,84 +663,84 @@
         "f":0.0
       },
       "obj":{
-        "p":0.7511811024,
-        "r":0.8139931741,
-        "f":0.7813267813
+        "p":0.7793880837,
+        "r":0.8273504274,
+        "f":0.8026533997
       },
       "nummod":{
-        "p":0.9028213166,
-        "r":0.8861538462,
-        "f":0.8944099379
+        "p":0.8892405063,
+        "r":0.8619631902,
+        "f":0.8753894081
       },
       "flat":{
-        "p":0.765625,
-        "r":0.7,
-        "f":0.7313432836
+        "p":0.7441860465,
+        "r":0.6857142857,
+        "f":0.7137546468
       },
       "obl":{
-        "p":0.6436548223,
-        "r":0.7196367764,
-        "f":0.679528403
+        "p":0.6402378593,
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@@ -862,54 +748,49 @@
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@@ -921,10 +802,15 @@
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@@ -937,9 +823,9 @@
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@@ -952,88 +838,215 @@
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   "sources":[
     {
@@ -1043,7 +1056,7 @@
       "author":"Michal M\u011bchura"
     },
     {
-      "name":"UD Romanian RRT v2.5",
+      "name":"UD Romanian RRT v2.8",
       "url":"https://github.com/UniversalDependencies/UD_Romanian-RRT",
       "license":"CC BY-SA 4.0",
       "author":"Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin"

parser/moves

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+��moves�{"0":{"":86134},"1":{"":90421},"2":{"case":22293,"punct":9078,"det":9035,"nsubj":7080,"advmod":6417,"mark":5380,"cc":5367,"aux":4002,"obl":2028,"nummod":1887,"expl:pv":1796,"cop":1712,"aux:pass":1372,"amod":1370,"nsubj:pass":1013,"expl:pass":910,"parataxis":878,"obj":868,"advcl":713,"iobj":564,"expl:poss":469,"expl":393,"nmod":203,"nsubj||csubj":155,"nmod:tmod":153,"expl:impers":102,"xcomp":97,"advmod:tmod":84,"obl:pmod":74,"cc:preconj":63,"csubj":59,"nsubj:pass||csubj":57,"obj||ccomp":45,"orphan":32,"advcl:tcl":30,"dep":0},"3":{"nmod":16696,"punct":14500,"amod":9699,"obl":7775,"conj":7286,"fixed":5485,"obj":5462,"acl":4105,"advmod":2099,"advcl":2049,"ccomp":1932,"nummod":1667,"nsubj":1280,"obl:pmod":1208,"flat":1167,"det":1035,"appos":915,"xcomp":891,"iobj":803,"obl:agent":719,"csubj":632,"nsubj:pass":554,"parataxis":435,"case":434,"nmod:tmod":283,"ccomp:pmod":178,"cc":123,"cop":100,"expl:pv":86,"goeswith":72,"expl":55,"compound":52,"advcl:tcl":52,"csubj:pass":49,"expl:poss":35,"vocative":31,"dep":0},"4":{"ROOT":8021}}�cfg��neg_key�

ro_core_news_md-any-py3-none-any.whl

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 version https://git-lfs.github.com/spec/v1
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-size 45557410
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+size 46220322

senter/cfg

@@ -1,3 +1,3 @@
 {
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+  "overwrite":false
 }

tagger/cfg

@@ -10,6 +10,7 @@
     "Afp",
     "Afp-p-n",
     "Afp-poy",
+    "Afp-srn",
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     "Afpfp-n",
     "Afpfp-ny",
@@ -111,6 +112,7 @@
     "Ds2ms-s",
     "Ds3---p",
     "Ds3---s",
+    "Ds3---sy",
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     "Ds3fsos",
     "Ds3fsrs",
@@ -139,18 +141,23 @@
     "LSQR",
     "LT",
     "M",
-    "Mc",
     "Mc-p-d",
     "Mc-p-l",
+    "Mc-s-b",
+    "Mc-s-d",
+    "Mc-s-l",
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     "Mcfp-ln",
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     "Mcfprly",
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     "Pd3mpr--y",
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     "Pi3-so",
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     "Pp3-po--------s",
     "Pp3-sd--------w",
     "Pp3-sd--y-----w",
+    "Pp3-so--------s",
     "Pp3fpa--------w",
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     "Rgs",
@@ -386,6 +391,7 @@
     "Va--3s",
     "Va--3s----y",
     "Vag",
+    "Vag-------y",
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     "Vaii3p",
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     "Vmp--sm",
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-    "Vmsp1s",
+    "Vmsp2p",
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     "Vmsp3",
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     "Ynmsoy",
     "Ynmsry",
     "Yp",
+    "Yp,Yn",
     "Yp-sr",
     "Yr"
-  ]
+  ],
+  "overwrite":false
 }

tokenizer

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+��prefix_search�
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vocab/vectors.cfg

@@ -0,0 +1,3 @@
+{
+  "mode":"default"
+}