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_sm
   results:
@@ -14,47 +14,47 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.7244897959
+      value: 0.7193937038
     - name: NER Recall
       type: recall
-      value: 0.7091817134
+      value: 0.711102574
     - name: NER F Score
       type: f_score
-      value: 0.7167540283
+      value: 0.7152241113
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS Accuracy
       type: accuracy
-      value: 0.9612171026
+      value: 0.9540563521
   - task:
       name: SENTER
       type: token-classification
     metrics:
     - name: SENTER Precision
       type: precision
-      value: 0.950928382
+      value: 0.9679572764
     - name: SENTER Recall
       type: recall
-      value: 0.9534574468
+      value: 0.9640957447
     - name: SENTER F Score
       type: f_score
-      value: 0.9521912351
+      value: 0.9660226516
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Dependencies Accuracy
       type: accuracy
-      value: 0.8705660969
+      value: 0.8691229961
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Dependencies Accuracy
       type: accuracy
-      value: 0.8705660969
+      value: 0.8691229961
 ---
 ### Details: https://spacy.io/models/ro#ro_core_news_sm
 
@@ -63,12 +63,12 @@ Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter
 | Feature | Description |
 | --- | --- |
 | **Name** | `ro_core_news_sm` |
-| **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** | 0 keys, 0 unique vectors (0 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) |
+| **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) |
 | **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` | 96.12 |
-| `POS_ACC` | 95.56 |
-| `MORPH_ACC` | 96.24 |
-| `LEMMA_ACC` | 81.87 |
-| `DEP_UAS` | 87.06 |
-| `DEP_LAS` | 81.89 |
-| `SENTS_P` | 95.09 |
-| `SENTS_R` | 95.35 |
-| `SENTS_F` | 95.22 |
-| `ENTS_P` | 72.45 |
-| `ENTS_R` | 70.92 |
-| `ENTS_F` | 71.68 |
+| `TOKEN_P` | 99.67 |
+| `TOKEN_R` | 99.57 |
+| `TOKEN_F` | 99.59 |
+| `TAG_ACC` | 95.41 |
+| `SENTS_P` | 96.80 |
+| `SENTS_R` | 96.41 |
+| `SENTS_F` | 96.60 |
+| `DEP_UAS` | 86.91 |
+| `DEP_LAS` | 81.14 |
+| `POS_ACC` | 92.98 |
+| `MORPH_ACC` | 93.87 |
+| `MORPH_MICRO_P` | 98.33 |
+| `MORPH_MICRO_R` | 95.07 |
+| `MORPH_MICRO_F` | 96.37 |
+| `LEMMA_ACC` | 81.83 |
+| `ENTS_P` | 71.94 |
+| `ENTS_R` | 71.11 |
+| `ENTS_F` | 71.52 |

accuracy.json

@@ -1,297 +1,194 @@
 {
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-    "Person": {
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     "dep": {
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     "expl:pv": {
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     "vocative": {
       "p": 0.0,
@@ -299,139 +196,258 @@
       "f": 0.0
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     "expl:poss": {
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   "ents_per_type": {
     "DATETIME": {
-      "p": 0.7889273356,
-      "r": 0.7944250871,
-      "f": 0.7916666667
+      "p": 0.7883959044,
+      "r": 0.8048780488,
+      "f": 0.7965517241
     },
     "ORGANIZATION": {
-      "p": 0.6656050955,
-      "r": 0.6656050955,
-      "f": 0.6656050955
+      "p": 0.6325301205,
+      "r": 0.6687898089,
+      "f": 0.6501547988
     },
     "FACILITY": {
-      "p": 0.4953271028,
+      "p": 0.4862385321,
       "r": 0.4045801527,
-      "f": 0.4453781513
+      "f": 0.4416666667
     },
     "NUMERIC_VALUE": {
-      "p": 0.875,
-      "r": 0.9194915254,
-      "f": 0.8966942149
+      "p": 0.9227467811,
+      "r": 0.9110169492,
+      "f": 0.9168443497
     },
     "ORDINAL": {
-      "p": 0.7962962963,
-      "r": 0.7818181818,
-      "f": 0.7889908257
+      "p": 0.7857142857,
+      "r": 0.8,
+      "f": 0.7927927928
     },
     "EVENT": {
-      "p": 0.6551724138,
-      "r": 0.5135135135,
-      "f": 0.5757575758
+      "p": 0.5294117647,
+      "r": 0.4864864865,
+      "f": 0.5070422535
     },
     "GPE": {
-      "p": 0.8025477707,
-      "r": 0.8689655172,
-      "f": 0.8344370861
+      "p": 0.7953586498,
+      "r": 0.8666666667,
+      "f": 0.8294829483
     },
     "PERSON": {
-      "p": 0.675862069,
-      "r": 0.6577181208,
-      "f": 0.6666666667
+      "p": 0.6728187919,
+      "r": 0.6728187919,
+      "f": 0.6728187919
     },
     "NAT_REL_POL": {
-      "p": 0.8976377953,
-      "r": 0.76,
-      "f": 0.8231046931
+      "p": 0.8854961832,
+      "r": 0.7733333333,
+      "f": 0.8256227758
     },
     "MONEY": {
-      "p": 0.8867924528,
-      "r": 0.8103448276,
-      "f": 0.8468468468
+      "p": 0.9230769231,
+      "r": 0.8275862069,
+      "f": 0.8727272727
     },
     "PRODUCT": {
-      "p": 0.4424778761,
-      "r": 0.3649635036,
-      "f": 0.4
+      "p": 0.427184466,
+      "r": 0.3211678832,
+      "f": 0.3666666667
     },
     "LOC": {
-      "p": 0.4461538462,
-      "r": 0.3815789474,
-      "f": 0.4113475177
+      "p": 0.4782608696,
+      "r": 0.4342105263,
+      "f": 0.4551724138
     },
     "WORK_OF_ART": {
-      "p": 0.24,
-      "r": 0.3157894737,
-      "f": 0.2727272727
+      "p": 0.2222222222,
+      "r": 0.2105263158,
+      "f": 0.2162162162
     },
     "QUANTITY": {
-      "p": 0.8518518519,
+      "p": 0.7419354839,
       "r": 0.8846153846,
-      "f": 0.8679245283
+      "f": 0.8070175439
     },
     "LANGUAGE": {
-      "p": 0.5714285714,
-      "r": 1.0,
-      "f": 0.7272727273
+      "p": 0.6,
+      "r": 0.75,
+      "f": 0.6666666667
     },
     "PERIOD": {
-      "p": 0.8717948718,
-      "r": 0.8095238095,
-      "f": 0.8395061728
+      "p": 0.8378378378,
+      "r": 0.7380952381,
+      "f": 0.7848101266
     }
-  }
+  },
+  "speed": 8496.149813704
 }

config.cfg

@@ -1,10 +1,8 @@
 [paths]
-train = "corpus/ro-dep-mixed/train.spacy"
-dev = "corpus/ro-dep-mixed/dev.spacy"
+train = null
+dev = null
 vectors = null
-raw = 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 = false
 
 [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 = false
 
 [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 = false
 
 [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_sm",
-  "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":0,
     "vectors":0,
@@ -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",
@@ -590,298 +597,195 @@
   ],
   "performance":{
     "token_acc":0.9990029326,
-    "tag_acc":0.9612171026,
-    "pos_acc":0.9556105925,
-    "morph_acc":0.9623560794,
-    "lemma_acc":0.8186589263,
-    "dep_uas":0.8705660969,
-    "dep_las":0.8189173932,
-    "sents_p":0.950928382,
-    "sents_r":0.9534574468,
-    "sents_f":0.9521912351,
-    "speed":9573.3292142848,
-    "morph_per_feat":{
-      "Case":{
-        "p":0.985836417,
-        "r":0.9825766247,
-        "f":0.9842038217
-      },
-      "Gender":{
-        "p":0.9825625474,
-        "r":0.9721215152,
-        "f":0.9773141457
-      },
-      "Number":{
-        "p":0.9856352415,
-        "r":0.9757716212,
-        "f":0.98067863
-      },
-      "Person":{
-        "p":0.9789227166,
-        "r":0.9852681202,
-        "f":0.9820851689
-      },
-      "PronType":{
-        "p":0.9951523546,
-        "r":0.99308915,
-        "f":0.9941196818
-      },
-      "Polarity":{
-        "p":0.9918166939,
-        "r":0.993442623,
-        "f":0.9926289926
-      },
-      "AdpType":{
-        "p":0.9976311337,
-        "r":0.9976311337,
-        "f":0.9976311337
-      },
-      "Definite":{
-        "p":0.9854908915,
-        "r":0.9703174603,
-        "f":0.9778453171
-      },
-      "Degree":{
-        "p":0.9436038514,
-        "r":0.9214237743,
-        "f":0.9323819232
-      },
-      "VerbForm":{
-        "p":0.9632545932,
-        "r":0.9760638298,
-        "f":0.9696169089
-      },
-      "Abbr":{
-        "p":0.9804878049,
-        "r":0.8973214286,
-        "f":0.9370629371
-      },
-      "Poss":{
-        "p":1.0,
-        "r":0.9951807229,
-        "f":0.9975845411
-      },
-      "NumForm":{
-        "p":0.9944134078,
-        "r":0.9807162534,
-        "f":0.987517337
-      },
-      "NumType":{
-        "p":0.995821727,
-        "r":0.9821428571,
-        "f":0.9889349931
-      },
-      "Reflex":{
-        "p":1.0,
-        "r":0.9935897436,
-        "f":0.9967845659
-      },
-      "Strength":{
-        "p":0.9841269841,
-        "r":0.9841269841,
-        "f":0.9841269841
-      },
-      "Mood":{
-        "p":0.9446428571,
-        "r":0.9706422018,
-        "f":0.9574660633
-      },
-      "Tense":{
-        "p":0.9470672389,
-        "r":0.9622093023,
-        "f":0.9545782264
-      },
-      "Variant":{
-        "p":0.9867549669,
-        "r":0.9612903226,
-        "f":0.9738562092
-      },
-      "Position":{
-        "p":1.0,
-        "r":0.9910714286,
-        "f":0.9955156951
-      },
-      "Number[psor]":{
-        "p":1.0,
-        "r":0.9666666667,
-        "f":0.9830508475
-      },
-      "PartType":{
-        "p":1.0,
-        "r":0.9459459459,
-        "f":0.9722222222
-      },
-      "Foreign":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
-      }
-    },
+    "token_p":0.9967350492,
+    "token_r":0.9957244934,
+    "token_f":0.9959492157,
+    "tag_acc":0.9540563521,
+    "sents_p":0.9679572764,
+    "sents_r":0.9640957447,
+    "sents_f":0.9660226516,
+    "dep_uas":0.8691229961,
+    "dep_las":0.8114296468,
     "dep_las_per_type":{
       "root":{
-        "p":0.8519855596,
-        "r":0.8888888889,
-        "f":0.8700460829
+        "p":0.8723021583,
+        "r":0.9133709981,
+        "f":0.8923643054
       },
       "mark":{
-        "p":0.9138576779,
-        "r":0.920754717,
-        "f":0.9172932331
+        "p":0.9135338346,
+        "r":0.9169811321,
+        "f":0.9152542373
       },
       "case":{
-        "p":0.9520392749,
-        "r":0.9452568429,
-        "f":0.948635936
+        "p":0.9534009771,
+        "r":0.951256093,
+        "f":0.9523273273
       },
       "nmod:tmod":{
-        "p":0.5151515152,
-        "r":0.1428571429,
-        "f":0.2236842105
+        "p":0.6888888889,
+        "r":0.2605042017,
+        "f":0.3780487805
       },
       "amod":{
-        "p":0.8744625967,
-        "r":0.8662691652,
-        "f":0.8703465982
+        "p":0.88,
+        "r":0.8807495741,
+        "f":0.8803746275
       },
       "nsubj":{
-        "p":0.8336106489,
+        "p":0.835,
         "r":0.7914691943,
-        "f":0.811993517
+        "f":0.8126520681
       },
       "nmod":{
-        "p":0.8005068791,
-        "r":0.7893609425,
-        "f":0.7948948409
+        "p":0.7983435362,
+        "r":0.7915030346,
+        "f":0.7949085694
       },
       "aux":{
-        "p":0.9757462687,
-        "r":0.9561243144,
-        "f":0.9658356417
+        "p":0.9665427509,
+        "r":0.9506398537,
+        "f":0.9585253456
       },
       "advcl":{
-        "p":0.5620915033,
-        "r":0.6466165414,
-        "f":0.6013986014
+        "p":0.5862068966,
+        "r":0.6390977444,
+        "f":0.6115107914
       },
       "obj":{
-        "p":0.7931769723,
-        "r":0.8591224018,
-        "f":0.8248337029
+        "p":0.800443459,
+        "r":0.8337182448,
+        "f":0.8167420814
       },
       "det":{
-        "p":0.9598623853,
-        "r":0.9479048698,
-        "f":0.9538461538
+        "p":0.9417142857,
+        "r":0.933182333,
+        "f":0.9374288965
       },
       "cc":{
-        "p":0.9182389937,
-        "r":0.9144050104,
-        "f":0.9163179916
+        "p":0.9206680585,
+        "r":0.9206680585,
+        "f":0.9206680585
       },
       "conj":{
-        "p":0.5696969697,
-        "r":0.5446118192,
-        "f":0.5568720379
+        "p":0.5717948718,
+        "r":0.516801854,
+        "f":0.5429093122
       },
       "nummod":{
-        "p":0.8888888889,
-        "r":0.8571428571,
-        "f":0.8727272727
+        "p":0.8808777429,
+        "r":0.8726708075,
+        "f":0.8767550702
       },
       "acl":{
-        "p":0.7819767442,
-        "r":0.6950904393,
-        "f":0.7359781122
+        "p":0.7312138728,
+        "r":0.65374677,
+        "f":0.690313779
       },
       "advmod":{
-        "p":0.7928388747,
-        "r":0.8179419525,
-        "f":0.8051948052
+        "p":0.774535809,
+        "r":0.7704485488,
+        "f":0.7724867725
       },
       "obl":{
-        "p":0.6563500534,
-        "r":0.7804568528,
-        "f":0.7130434783
+        "p":0.6485042735,
+        "r":0.7703045685,
+        "f":0.7041763341
       },
       "expl:pass":{
-        "p":0.8372093023,
-        "r":0.6666666667,
-        "f":0.7422680412
+        "p":0.8367346939,
+        "r":0.7592592593,
+        "f":0.7961165049
       },
       "nsubj:pass":{
-        "p":0.8582089552,
-        "r":0.7012195122,
-        "f":0.7718120805
+        "p":0.8206896552,
+        "r":0.7256097561,
+        "f":0.7702265372
       },
       "fixed":{
-        "p":0.8381742739,
-        "r":0.8541226216,
-        "f":0.8460732984
+        "p":0.867803838,
+        "r":0.8604651163,
+        "f":0.864118896
       },
       "appos":{
-        "p":0.4291666667,
+        "p":0.4136546185,
         "r":0.393129771,
-        "f":0.4103585657
+        "f":0.4031311155
       },
       "parataxis":{
-        "p":0.2045454545,
-        "r":0.2571428571,
-        "f":0.2278481013
+        "p":0.2272727273,
+        "r":0.2857142857,
+        "f":0.253164557
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@@ -889,141 +793,260 @@
         "f":0.0
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+    "speed":8496.149813704
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   "sources":[
     {
@@ -1033,7 +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

@@ -1 +1 @@
-��moves�{"0":{"":85972},"1":{"":90580},"2":{"case":22318,"punct":9077,"det":9009,"nsubj":7125,"advmod":6350,"cc":5364,"mark":5291,"aux":4018,"obl":2015,"nummod":1880,"expl:pv":1798,"cop":1706,"amod":1376,"aux:pass":1369,"nsubj:pass":963,"expl:pass":909,"parataxis":877,"obj":866,"advcl":710,"iobj":567,"expl:poss":464,"expl":390,"nmod":204,"nsubj||csubj":154,"nmod:tmod":152,"expl:impers":102,"xcomp":97,"advmod:tmod":85,"nmod:pmod":74,"cc:preconj":63,"csubj":58,"nsubj:pass||csubj":57,"obj||ccomp":44,"orphan":32,"advcl:tcl":30,"dep":0},"3":{"nmod":16696,"punct":14423,"amod":9673,"obl":7745,"conj":7281,"fixed":5595,"obj":5457,"acl":4102,"advmod":2145,"advcl":2043,"ccomp":1929,"nummod":1646,"nsubj":1278,"nmod:pmod":1208,"flat":1160,"det":1031,"appos":915,"xcomp":886,"iobj":804,"nmod:agent":718,"csubj":626,"nsubj:pass":546,"case":442,"parataxis":426,"nmod:tmod":286,"goeswith":245,"ccomp:pmod":174,"cc":124,"cop":100,"expl:pv":86,"expl":55,"advcl:tcl":52,"compound":50,"csubj:pass":49,"expl:poss":36,"vocative":31,"dep":0},"4":{"ROOT":8021}}�cfg��neg_key�
+��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_sm-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:29fcd7c11fa94cfdb875cd8f250c87cb7c720bdc94a02fcedd734ede1a2ee408
-size 16363069
+oid sha256:dddd9698256565d7ec89658ea742ff738136afa01a33b81d67b1f2df4519459e
+size 16645399

senter/cfg

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

tagger/cfg

@@ -10,6 +10,7 @@
     "Afp",
     "Afp-p-n",
     "Afp-poy",
+    "Afp-srn",
     "Afpf--n",
     "Afpfp-n",
     "Afpfp-ny",
@@ -111,6 +112,7 @@
     "Ds2ms-s",
     "Ds3---p",
     "Ds3---s",
+    "Ds3---sy",
     "Ds3fp-s",
     "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",
     "Mcfp-l",
     "Mcfp-ln",
     "Mcfprln",
     "Mcfprly",
     "Mcfsoln",
+    "Mcfsrl",
     "Mcfsrln",
+    "Mcfsrly",
     "Mcmp-l",
     "Mcms-ln",
     "Mcmsrl",
+    "Mcmsrln",
     "Mcmsrly",
     "Mffprln",
     "Mffsrln",
@@ -223,7 +230,6 @@
     "Pd3mpr--y",
     "Pd3mso",
     "Pd3msr",
-    "Pi3",
     "Pi3--r",
     "Pi3-po",
     "Pi3-so",
@@ -269,6 +275,7 @@
     "Pp3-po--------s",
     "Pp3-sd--------w",
     "Pp3-sd--y-----w",
+    "Pp3-so--------s",
     "Pp3fpa--------w",
     "Pp3fpa--y-----w",
     "Pp3fpr--------s",
@@ -295,7 +302,6 @@
     "Ps2fp-s",
     "Ps2fsrp",
     "Ps2fsrs",
-    "Ps2ms-s",
     "Ps3---p",
     "Ps3---s",
     "Ps3fp-s",
@@ -328,7 +334,6 @@
     "RPAR",
     "RSQR",
     "Rc",
-    "Rgc",
     "Rgp",
     "Rgpy",
     "Rgs",
@@ -386,6 +391,7 @@
     "Va--3s",
     "Va--3s----y",
     "Vag",
+    "Vag-------y",
     "Vaii1",
     "Vaii2s",
     "Vaii3p",
@@ -455,7 +461,7 @@
     "Vmp--sm",
     "Vmp--sm---y",
     "Vmsp1p",
-    "Vmsp1s",
+    "Vmsp2p",
     "Vmsp2s",
     "Vmsp3",
     "Vmsp3-----y",
@@ -468,7 +474,9 @@
     "Ynmsoy",
     "Ynmsry",
     "Yp",
+    "Yp,Yn",
     "Yp-sr",
     "Yr"
-  ]
+  ],
+  "overwrite":false
 }

tokenizer

@@ -1,3 +1,3 @@
-��prefix_search�
+��prefix_search�
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vocab/vectors.cfg

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