Releases: explosion/spacy-models
Releases · explosion/spacy-models
ro_core_news_sm-3.8.0
Checksum .tar.gz:
9971192dfa4c7368128c8637867a391117e064f352c49f4cdac4f27da9b99b46
Checksum .whl:3cebfba2437131efe95345adcc7ea2131e4463915652df9099c577e618460cd9
Details: https://spacy.io/models/ro#ro_core_news_sm
Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
| Feature | Description |
|---|---|
| Name | ro_core_news_sm |
| Version | 3.8.0 |
| spaCy | >=3.8.0,<3.9.0 |
| Default Pipeline | tok2vec, tagger, parser, lemmatizer, attribute_ruler, ner |
| Components | tok2vec, tagger, parser, lemmatizer, senter, attribute_ruler, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | UD Romanian RRT v2.8 (Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin) RONEC - the Romanian Named Entity Corpus (ca9ce460) (Dumitrescu, Stefan Daniel; Avram, Andrei-Marius; Morogan, Luciana; Toma; Stefan) |
| License | CC BY-SA 4.0 |
| Author | Explosion |
| Model size | 12 MB |
Label Scheme
View label scheme (540 labels for 3 components)
| Component | Labels |
|---|---|
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, _SP |
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 |
ner |
DATETIME, EVENT, FACILITY, GPE, LANGUAGE, LOC, MONEY, NAT_REL_POL, NUMERIC_VALUE, ORDINAL, ORGANIZATION, PERIOD, PERSON, PRODUCT, QUANTITY, WORK_OF_ART |
Accuracy
| Type | Score |
|---|---|
TOKEN_ACC |
99.80 |
TOKEN_P |
99.67 |
TOKEN_R |
99.57 |
TOKEN_F |
99.59 |
TAG_ACC |
95.39 |
SENTS_P |
96.52 |
SENTS_R |
96.01 |
SENTS_F |
96.27 |
DEP_UAS |
87.23 |
DEP_LAS |
81.32 |
LEMMA_ACC |
94.90 |
POS_ACC |
92.80 |
MORPH_ACC |
93.88 |
MORPH_MICRO_P |
98.17 |
MORPH_MICRO_R |
95.00 |
MORPH_MICRO_F |
96.32 |
ENTS_P |
72.70 |
ENTS_R |
70.80 |
ENTS_F |
71.74 |
Installation
pip install spacy
python -m spacy download ro_core_news_smro_core_news_md-3.8.0
Checksum .tar.gz:
2d4f69d4acfab594548fa9fe776cb3c885082f833b1dd40729b907b664b066c1
Checksum .whl:e8606efe3732c84a629c7a586d9d6ec2fb197d787513b3033903d56496dc9db1
Details: https://spacy.io/models/ro#ro_core_news_md
Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
| Feature | Description |
|---|---|
| Name | ro_core_news_md |
| Version | 3.8.0 |
| spaCy | >=3.8.0,<3.9.0 |
| Default Pipeline | tok2vec, tagger, parser, lemmatizer, attribute_ruler, ner |
| Components | tok2vec, tagger, parser, lemmatizer, senter, attribute_ruler, ner |
| Vectors | 500000 keys, 20000 unique vectors (300 dimensions) |
| Sources | UD Romanian RRT v2.8 (Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin) RONEC - the Romanian Named Entity Corpus (ca9ce460) (Dumitrescu, Stefan Daniel; Avram, Andrei-Marius; Morogan, Luciana; Toma; Stefan) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
| License | CC BY-SA 4.0 |
| Author | Explosion |
| Model size | 40 MB |
Label Scheme
View label scheme (540 labels for 3 components)
| Component | Labels |
|---|---|
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, _SP |
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 |
ner |
DATETIME, EVENT, FACILITY, GPE, LANGUAGE, LOC, MONEY, NAT_REL_POL, NUMERIC_VALUE, ORDINAL, ORGANIZATION, PERIOD, PERSON, PRODUCT, QUANTITY, WORK_OF_ART |
Accuracy
| Type | Score |
|---|---|
TOKEN_ACC |
99.80 |
TOKEN_P |
99.67 |
TOKEN_R |
99.57 |
TOKEN_F |
99.59 |
TAG_ACC |
96.35 |
SENTS_P |
97.19 |
SENTS_R |
96.54 |
SENTS_F |
96.86 |
DEP_UAS |
88.99 |
DEP_LAS |
83.59 |
LEMMA_ACC |
95.31 |
POS_ACC |
93.77 |
MORPH_ACC |
94.79 |
MORPH_MICRO_P |
98.75 |
MORPH_MICRO_R |
95.68 |
MORPH_MICRO_F |
96.92 |
ENTS_P |
75.10 |
ENTS_R |
76.26 |
ENTS_F |
75.68 |
Installation
pip install spacy
python -m spacy download ro_core_news_mdro_core_news_lg-3.8.0
Checksum .tar.gz:
39d3f85c9007fe797f1454bb11f26002775da8275644dad45e5a968b9aa7adf9
Checksum .whl:f8c71487a60125af5a84cdf487fc1670ec9cd1e28cfd9f7ef9561be0e25d2c8e
Details: https://spacy.io/models/ro#ro_core_news_lg
Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
| Feature | Description |
|---|---|
| Name | ro_core_news_lg |
| Version | 3.8.0 |
| spaCy | >=3.8.0,<3.9.0 |
| Default Pipeline | tok2vec, tagger, parser, lemmatizer, attribute_ruler, ner |
| Components | tok2vec, tagger, parser, lemmatizer, senter, attribute_ruler, ner |
| Vectors | 500000 keys, 500000 unique vectors (300 dimensions) |
| Sources | UD Romanian RRT v2.8 (Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin) RONEC - the Romanian Named Entity Corpus (ca9ce460) (Dumitrescu, Stefan Daniel; Avram, Andrei-Marius; Morogan, Luciana; Toma; Stefan) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
| License | CC BY-SA 4.0 |
| Author | Explosion |
| Model size | 542 MB |
Label Scheme
View label scheme (540 labels for 3 components)
| Component | Labels |
|---|---|
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, _SP |
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 |
ner |
DATETIME, EVENT, FACILITY, GPE, LANGUAGE, LOC, MONEY, NAT_REL_POL, NUMERIC_VALUE, ORDINAL, ORGANIZATION, PERIOD, PERSON, PRODUCT, QUANTITY, WORK_OF_ART |
Accuracy
| Type | Score |
|---|---|
TOKEN_ACC |
99.80 |
TOKEN_P |
99.67 |
TOKEN_R |
99.57 |
TOKEN_F |
99.59 |
TAG_ACC |
96.51 |
SENTS_P |
96.52 |
SENTS_R |
96.01 |
SENTS_F |
96.27 |
DEP_UAS |
89.35 |
DEP_LAS |
84.30 |
LEMMA_ACC |
95.69 |
POS_ACC |
93.87 |
MORPH_ACC |
94.94 |
MORPH_MICRO_P |
98.86 |
MORPH_MICRO_R |
95.72 |
MORPH_MICRO_F |
97.00 |
ENTS_P |
75.33 |
ENTS_R |
76.60 |
ENTS_F |
75.96 |
Installation
pip install spacy
python -m spacy download ro_core_news_lgpt_core_news_sm-3.8.0
Checksum .tar.gz:
1590cc68ab2c78aab84b0528b832d41212755bfa94204f6bfcac784a9a3b4335
Checksum .whl:c304fa04db3af73cd08a250feacf560506e15a2ec2469bd1b09f06847f6b455c
Details: https://spacy.io/models/pt#pt_core_news_sm
Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
| Feature | Description |
|---|---|
| Name | pt_core_news_sm |
| Version | 3.8.0 |
| spaCy | >=3.8.0,<3.9.0 |
| Default Pipeline | tok2vec, morphologizer, parser, lemmatizer, attribute_ruler, ner |
| Components | tok2vec, morphologizer, parser, lemmatizer, senter, attribute_ruler, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | UD Portuguese Bosque v2.8 (Rademaker, Alexandre; Freitas, Cláudia; de Souza, Elvis; Silveira, Aline; Cavalcanti, Tatiana; Evelyn, Wograine; Rocha, Luisa; Soares-Bastos, Isabela; Bick, Eckhard; Chalub, Fabricio; Paulino-Passos, Guilherme; Real, Livy; de Paiva, Valeria; Zeman, Daniel; Popel, Martin; Mareček, David; Silveira, Natalia; Martins, André) WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran) |
| License | CC BY-SA 4.0 |
| Author | Explosion |
| Model size | 12 MB |
Label Scheme
View label scheme (590 labels for 3 components)
| Component | Labels |
|---|---|
morphologizer |
Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Gender=Masc|Number=Sing|POS=NOUN, Gender=Masc|Number=Sing|POS=ADJ, Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Gender=Masc|Number=Sing|POS=PROPN, Number=Sing|POS=PROPN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=NOUN, Definite=Def|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=NOUN, Gender=Fem|Number=Sing|POS=ADJ, POS=PUNCT, NumType=Card|POS=NUM, POS=ADV, Gender=Fem|Number=Plur|POS=ADJ, Gender=Fem|Number=Plur|POS=NOUN, Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=PROPN, Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part, POS=ADP, POS=PRON|PronType=Rel, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, POS=SCONJ, POS=VERB|VerbForm=Inf, Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art, Gender=Masc|Number=Plur|POS=ADJ, POS=CCONJ, Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art, Gender=Masc|Number=Plur|POS=PRON|PronType=Rel, Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, POS=ADV|Polarity=Neg, Gender=Masc|Number=Sing|POS=DET|PronType=Art, POS=X, Gender=Masc|Number=Plur|POS=PRON|PronType=Dem, Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=PRON|PronType=Tot, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin, Number=Sing|POS=CCONJ, Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part, Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Gender=Fem|Number=Plur|POS=PRON|PronType=Ind, Gender=Masc|Number=Plur|POS=DET|PronType=Prs, Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Number=Plur|POS=NOUN, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, POS=AUX|VerbForm=Inf, Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Sing|POS=ADP|PronType=Dem, Gender=Masc|Number=Sing|POS=PRON|PronType=Dem, POS=VERB|VerbForm=Ger, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Gender=Masc|Number=Plur|POS=PROPN, Number=Plur|POS=AUX|Person=3|VerbForm=Inf, Gender=Fem|Number=Sing|POS=PRON|PronType=Dem, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Gender=Masc|Number=Plur|POS=PRON|PronType=Ind, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Art, POS=VERB|VerbForm=Part, Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Definite=Ind|Gender=Fem|Number=Sing|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=PRON|PronType=Rel, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ, Gender=Fem|Number=Plur|POS=DET|PronType=Prs, Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, NumType=Ord|POS=ADJ, Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Sing|POS=PRON|PronType=Ind, Number=Plur|POS=ADJ, Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Gender=Masc|Number=Sing|POS=SCONJ|PronType=Dem, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Gender=Fem|Number=Sing|POS=PRON|PronType=Ind, Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part, Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part, Gender=Masc|NumType=Mult|Number=Sing|POS=NUM, Number=Sing|POS=PRON|PronType=Ind, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin, Gender=Fem|Number=Plur|POS=PRON|PronType=Rel, Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Gender=Masc|Number=Sing|POS=PROPN|PronType=Art, Gender=Fem|Number=Sing|POS=DET|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Number=Sing|POS=VERB|Person=3|VerbForm=Inf, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin, POS=AUX|VerbForm=Part, POS=SPACE, Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Number=Sing|POS=PRON|PronType=Rel, Number=Sing|POS=DET|PronType=Art, Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin, Gender=Masc|NumType=Frac|Number=Sing|POS=NUM, Gender=Masc|Number=Sing|POS=DET|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, `Mood=Ind|Number=Plur|PO... |
pt_core_news_md-3.8.0
Checksum .tar.gz:
b866679f0f46ea61f22c258d2fc9ffbec3a80681741fbbf0584bd7e084917bcf
Checksum .whl:54382cda034e41f3ec605ceeb924cd6cfdbced00a65f7afa12218520ba7008c5
Details: https://spacy.io/models/pt#pt_core_news_md
Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
| Feature | Description |
|---|---|
| Name | pt_core_news_md |
| Version | 3.8.0 |
| spaCy | >=3.8.0,<3.9.0 |
| Default Pipeline | tok2vec, morphologizer, parser, lemmatizer, attribute_ruler, ner |
| Components | tok2vec, morphologizer, parser, lemmatizer, senter, attribute_ruler, ner |
| Vectors | 500000 keys, 20000 unique vectors (300 dimensions) |
| Sources | UD Portuguese Bosque v2.8 (Rademaker, Alexandre; Freitas, Cláudia; de Souza, Elvis; Silveira, Aline; Cavalcanti, Tatiana; Evelyn, Wograine; Rocha, Luisa; Soares-Bastos, Isabela; Bick, Eckhard; Chalub, Fabricio; Paulino-Passos, Guilherme; Real, Livy; de Paiva, Valeria; Zeman, Daniel; Popel, Martin; Mareček, David; Silveira, Natalia; Martins, André) WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
| License | CC BY-SA 4.0 |
| Author | Explosion |
| Model size | 40 MB |
Label Scheme
View label scheme (590 labels for 3 components)
| Component | Labels |
|---|---|
morphologizer |
Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Gender=Masc|Number=Sing|POS=NOUN, Gender=Masc|Number=Sing|POS=ADJ, Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Gender=Masc|Number=Sing|POS=PROPN, Number=Sing|POS=PROPN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=NOUN, Definite=Def|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=NOUN, Gender=Fem|Number=Sing|POS=ADJ, POS=PUNCT, NumType=Card|POS=NUM, POS=ADV, Gender=Fem|Number=Plur|POS=ADJ, Gender=Fem|Number=Plur|POS=NOUN, Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=PROPN, Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part, POS=ADP, POS=PRON|PronType=Rel, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, POS=SCONJ, POS=VERB|VerbForm=Inf, Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art, Gender=Masc|Number=Plur|POS=ADJ, POS=CCONJ, Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art, Gender=Masc|Number=Plur|POS=PRON|PronType=Rel, Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, POS=ADV|Polarity=Neg, Gender=Masc|Number=Sing|POS=DET|PronType=Art, POS=X, Gender=Masc|Number=Plur|POS=PRON|PronType=Dem, Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=PRON|PronType=Tot, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin, Number=Sing|POS=CCONJ, Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part, Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Gender=Fem|Number=Plur|POS=PRON|PronType=Ind, Gender=Masc|Number=Plur|POS=DET|PronType=Prs, Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Number=Plur|POS=NOUN, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, POS=AUX|VerbForm=Inf, Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Sing|POS=ADP|PronType=Dem, Gender=Masc|Number=Sing|POS=PRON|PronType=Dem, POS=VERB|VerbForm=Ger, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Gender=Masc|Number=Plur|POS=PROPN, Number=Plur|POS=AUX|Person=3|VerbForm=Inf, Gender=Fem|Number=Sing|POS=PRON|PronType=Dem, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Gender=Masc|Number=Plur|POS=PRON|PronType=Ind, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Art, POS=VERB|VerbForm=Part, Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Definite=Ind|Gender=Fem|Number=Sing|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=PRON|PronType=Rel, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ, Gender=Fem|Number=Plur|POS=DET|PronType=Prs, Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, NumType=Ord|POS=ADJ, Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Sing|POS=PRON|PronType=Ind, Number=Plur|POS=ADJ, Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Gender=Masc|Number=Sing|POS=SCONJ|PronType=Dem, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Gender=Fem|Number=Sing|POS=PRON|PronType=Ind, Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part, Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part, Gender=Masc|NumType=Mult|Number=Sing|POS=NUM, Number=Sing|POS=PRON|PronType=Ind, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin, Gender=Fem|Number=Plur|POS=PRON|PronType=Rel, Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Gender=Masc|Number=Sing|POS=PROPN|PronType=Art, Gender=Fem|Number=Sing|POS=DET|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Number=Sing|POS=VERB|Person=3|VerbForm=Inf, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin, POS=AUX|VerbForm=Part, POS=SPACE, Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Number=Sing|POS=PRON|PronType=Rel, Number=Sing|POS=DET|PronType=Art, Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin, Gender=Masc|NumType=Frac|Number=Sing|POS=NUM, `Gender=Masc|Number=Sing|POS=DE... |
pt_core_news_lg-3.8.0
Checksum .tar.gz:
edb00a69e043c35be4ea354d5fc3dc24b72df433051c9da814192df90def9684
Checksum .whl:2561c9a72a938d37141e9694e1a36d25061a44ce7e4f3bad2d3fa3bb836191af
Details: https://spacy.io/models/pt#pt_core_news_lg
Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
| Feature | Description |
|---|---|
| Name | pt_core_news_lg |
| Version | 3.8.0 |
| spaCy | >=3.8.0,<3.9.0 |
| Default Pipeline | tok2vec, morphologizer, parser, lemmatizer, attribute_ruler, ner |
| Components | tok2vec, morphologizer, parser, lemmatizer, senter, attribute_ruler, ner |
| Vectors | 500000 keys, 500000 unique vectors (300 dimensions) |
| Sources | UD Portuguese Bosque v2.8 (Rademaker, Alexandre; Freitas, Cláudia; de Souza, Elvis; Silveira, Aline; Cavalcanti, Tatiana; Evelyn, Wograine; Rocha, Luisa; Soares-Bastos, Isabela; Bick, Eckhard; Chalub, Fabricio; Paulino-Passos, Guilherme; Real, Livy; de Paiva, Valeria; Zeman, Daniel; Popel, Martin; Mareček, David; Silveira, Natalia; Martins, André) WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
| License | CC BY-SA 4.0 |
| Author | Explosion |
| Model size | 541 MB |
Label Scheme
View label scheme (590 labels for 3 components)
| Component | Labels |
|---|---|
morphologizer |
Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Gender=Masc|Number=Sing|POS=NOUN, Gender=Masc|Number=Sing|POS=ADJ, Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Gender=Masc|Number=Sing|POS=PROPN, Number=Sing|POS=PROPN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=NOUN, Definite=Def|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=NOUN, Gender=Fem|Number=Sing|POS=ADJ, POS=PUNCT, NumType=Card|POS=NUM, POS=ADV, Gender=Fem|Number=Plur|POS=ADJ, Gender=Fem|Number=Plur|POS=NOUN, Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=PROPN, Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part, POS=ADP, POS=PRON|PronType=Rel, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, POS=SCONJ, POS=VERB|VerbForm=Inf, Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art, Gender=Masc|Number=Plur|POS=ADJ, POS=CCONJ, Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art, Gender=Masc|Number=Plur|POS=PRON|PronType=Rel, Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, POS=ADV|Polarity=Neg, Gender=Masc|Number=Sing|POS=DET|PronType=Art, POS=X, Gender=Masc|Number=Plur|POS=PRON|PronType=Dem, Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=PRON|PronType=Tot, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin, Number=Sing|POS=CCONJ, Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part, Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Gender=Fem|Number=Plur|POS=PRON|PronType=Ind, Gender=Masc|Number=Plur|POS=DET|PronType=Prs, Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Number=Plur|POS=NOUN, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, POS=AUX|VerbForm=Inf, Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Sing|POS=ADP|PronType=Dem, Gender=Masc|Number=Sing|POS=PRON|PronType=Dem, POS=VERB|VerbForm=Ger, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Gender=Masc|Number=Plur|POS=PROPN, Number=Plur|POS=AUX|Person=3|VerbForm=Inf, Gender=Fem|Number=Sing|POS=PRON|PronType=Dem, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Gender=Masc|Number=Plur|POS=PRON|PronType=Ind, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Art, POS=VERB|VerbForm=Part, Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Definite=Ind|Gender=Fem|Number=Sing|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=PRON|PronType=Rel, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ, Gender=Fem|Number=Plur|POS=DET|PronType=Prs, Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, NumType=Ord|POS=ADJ, Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Sing|POS=PRON|PronType=Ind, Number=Plur|POS=ADJ, Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Gender=Masc|Number=Sing|POS=SCONJ|PronType=Dem, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Gender=Fem|Number=Sing|POS=PRON|PronType=Ind, Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part, Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part, Gender=Masc|NumType=Mult|Number=Sing|POS=NUM, Number=Sing|POS=PRON|PronType=Ind, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin, Gender=Fem|Number=Plur|POS=PRON|PronType=Rel, Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Gender=Masc|Number=Sing|POS=PROPN|PronType=Art, Gender=Fem|Number=Sing|POS=DET|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Number=Sing|POS=VERB|Person=3|VerbForm=Inf, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin, POS=AUX|VerbForm=Part, POS=SPACE, Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Number=Sing|POS=PRON|PronType=Rel, Number=Sing|POS=DET|PronType=Art, Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin, Gender=Masc|NumType=Frac|Number=Sing|POS=NUM, `Gender=Masc|Number=Sing|POS=... |
pl_core_news_sm-3.8.0
Checksum .tar.gz:
ac5fb6eacd7bc8d290c7e1cfe4486a7a337d03d9d39eab0a4a420e0a970cfff0
Checksum .whl:9b536db854b0cdb9132a74f68b392b8112ab6030f971bb03282462362a940dbb
Details: https://spacy.io/models/pl#pl_core_news_sm
Polish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), tagger, senter, ner.
| Feature | Description |
|---|---|
| Name | pl_core_news_sm |
| Version | 3.8.0 |
| spaCy | >=3.8.0,<3.9.0 |
| Default Pipeline | tok2vec, morphologizer, parser, lemmatizer, tagger, attribute_ruler, ner |
| Components | tok2vec, morphologizer, parser, lemmatizer, tagger, senter, attribute_ruler, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | UD Polish PDB v2.8 (Wróblewska, Alina; Zeman, Daniel; Mašek, Jan; Rosa, Rudolf) National Corpus of Polish (Mirosław Bańko, Rafał L. Górski, Barbara Lewandowska-Tomaszczyk, Marek Łaziński, Piotr Pęzik, Adam Przepiórkowski) |
| License | GNU GPL 3.0 |
| Author | Explosion |
| Model size | 19 MB |
Label Scheme
View label scheme (1726 labels for 4 components)
| Component | Labels |
|---|---|
morphologizer |
Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, AdpType=Prep|POS=ADP|Variant=Short, Case=Loc|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Loc|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, POS=CCONJ, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, POS=PUNCT|PunctType=Peri, Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, POS=PUNCT|PunctType=Comm, Animacy=Inan|Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, AdpType=Prep|POS=ADP, Case=Loc|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Animacy=Hum|Case=Nom|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Hum|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Imp|POS=VERB|Tense=Pres|VerbForm=Conv|Voice=Act, Animacy=Hum|Case=Ins|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Animacy=Nhum|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, POS=ADV, Animacy=Hum|Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Hum|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Imp|Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, POS=PRON|PronType=Prs|Reflex=Yes, Case=Ins|Gender=Neut|NumType=Sets|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|NumForm=Word|Number=Plur|POS=NUM, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Nhum|Case=Nom|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Nhum|Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|POS=PRON|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Perf|Case=Ins|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Hum|Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Ins|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Animacy=Hum|Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Animacy=Inan|Case=Loc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Imp|Case=Gen|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Nhum|Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Gender=Neut|Number=Sing|POS=NOUN, Case=Loc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Loc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Ptan|POS=NOUN, AdpType=Prep|POS=ADP|Variant=Long, Animacy=Inan|Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Ins|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Hum|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Inan|Aspect=Perf|Case=Gen|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Animacy=Hum|Aspect=Imp|Case=Ins|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Nhum|Case=Loc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Ins|Gender=Neut|NumType=Sets|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|NumType=Sets|Number=Sing|POS=NOUN, Aspect=Imp|Case=Acc|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Loc|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Aspect=Imp|Case=Nom|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Case=Loc|Gender=Neut|Number=Plur|POS=NOUN, Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Ins|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Imp|Case=Nom|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Nhum|Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|NumType=Sets|Number=Plur|POS=NOUN, Aspect=Perf|Case=Gen|Gender=Neut|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, POS=SPACE, Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Aspect=Perf|Case=Nom|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Case=Ins|Gender=Neut|Number=Ptan|POS=NOUN, Case=Ins|POS=PRON|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Nhum|Case=Loc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Gender=Neut|NumForm=Word|NumType=Sets|Number=Plur|POS=NUM, Case=Ins|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, POS=PART, Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Nom|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Degree=Pos|POS=ADV, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Hum|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Case=Gen|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, POS=SCONJ, Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Inan|Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, `Case=Nom|Gender=Neut|NumType=... |
pl_core_news_md-3.8.0
Checksum .tar.gz:
ef63edbbc719f0796d70d68a3a1c2a1fa2f24fed74a15648ff5e663726991818
Checksum .whl:4f433a556880c0b7ef01970e7c612c0e30103b893e6d26ed54672d8e056ad9b1
Details: https://spacy.io/models/pl#pl_core_news_md
Polish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), tagger, senter, ner.
| Feature | Description |
|---|---|
| Name | pl_core_news_md |
| Version | 3.8.0 |
| spaCy | >=3.8.0,<3.9.0 |
| Default Pipeline | tok2vec, morphologizer, parser, lemmatizer, tagger, attribute_ruler, ner |
| Components | tok2vec, morphologizer, parser, lemmatizer, tagger, senter, attribute_ruler, ner |
| Vectors | 500000 keys, 20000 unique vectors (300 dimensions) |
| Sources | UD Polish PDB v2.8 (Wróblewska, Alina; Zeman, Daniel; Mašek, Jan; Rosa, Rudolf) National Corpus of Polish (Mirosław Bańko, Rafał L. Górski, Barbara Lewandowska-Tomaszczyk, Marek Łaziński, Piotr Pęzik, Adam Przepiórkowski) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
| License | GNU GPL 3.0 |
| Author | Explosion |
| Model size | 47 MB |
Label Scheme
View label scheme (1726 labels for 4 components)
| Component | Labels |
|---|---|
morphologizer |
Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, AdpType=Prep|POS=ADP|Variant=Short, Case=Loc|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Loc|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, POS=CCONJ, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, POS=PUNCT|PunctType=Peri, Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, POS=PUNCT|PunctType=Comm, Animacy=Inan|Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, AdpType=Prep|POS=ADP, Case=Loc|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Animacy=Hum|Case=Nom|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Hum|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Imp|POS=VERB|Tense=Pres|VerbForm=Conv|Voice=Act, Animacy=Hum|Case=Ins|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Animacy=Nhum|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, POS=ADV, Animacy=Hum|Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Hum|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Imp|Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, POS=PRON|PronType=Prs|Reflex=Yes, Case=Ins|Gender=Neut|NumType=Sets|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|NumForm=Word|Number=Plur|POS=NUM, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Nhum|Case=Nom|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Nhum|Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|POS=PRON|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Perf|Case=Ins|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Hum|Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Ins|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Animacy=Hum|Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Animacy=Inan|Case=Loc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Imp|Case=Gen|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Nhum|Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Gender=Neut|Number=Sing|POS=NOUN, Case=Loc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Loc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Ptan|POS=NOUN, AdpType=Prep|POS=ADP|Variant=Long, Animacy=Inan|Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Ins|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Hum|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Inan|Aspect=Perf|Case=Gen|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Animacy=Hum|Aspect=Imp|Case=Ins|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Nhum|Case=Loc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Ins|Gender=Neut|NumType=Sets|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|NumType=Sets|Number=Sing|POS=NOUN, Aspect=Imp|Case=Acc|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Loc|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Aspect=Imp|Case=Nom|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Case=Loc|Gender=Neut|Number=Plur|POS=NOUN, Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Ins|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Imp|Case=Nom|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Nhum|Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|NumType=Sets|Number=Plur|POS=NOUN, Aspect=Perf|Case=Gen|Gender=Neut|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, POS=SPACE, Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Aspect=Perf|Case=Nom|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Case=Ins|Gender=Neut|Number=Ptan|POS=NOUN, Case=Ins|POS=PRON|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Nhum|Case=Loc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Gender=Neut|NumForm=Word|NumType=Sets|Number=Plur|POS=NUM, Case=Ins|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, POS=PART, Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Nom|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Degree=Pos|POS=ADV, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Hum|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Case=Gen|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, POS=SCONJ, Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, `Case=Dat|Gender=Fem|Number=Sing|PO... |
pl_core_news_lg-3.8.0
Checksum .tar.gz:
4788c787f7d7185f51e32d888abab5dedb108221e1b0f02b64eb2767c971549d
Checksum .whl:3bc7296cd4d67fa9ee0904b25401b0e9a9a772d5c4756edf54143a2ff4c9dcc0
Details: https://spacy.io/models/pl#pl_core_news_lg
Polish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), tagger, senter, ner.
| Feature | Description |
|---|---|
| Name | pl_core_news_lg |
| Version | 3.8.0 |
| spaCy | >=3.8.0,<3.9.0 |
| Default Pipeline | tok2vec, morphologizer, parser, lemmatizer, tagger, attribute_ruler, ner |
| Components | tok2vec, morphologizer, parser, lemmatizer, tagger, senter, attribute_ruler, ner |
| Vectors | 500000 keys, 500000 unique vectors (300 dimensions) |
| Sources | UD Polish PDB v2.8 (Wróblewska, Alina; Zeman, Daniel; Mašek, Jan; Rosa, Rudolf) National Corpus of Polish (Mirosław Bańko, Rafał L. Górski, Barbara Lewandowska-Tomaszczyk, Marek Łaziński, Piotr Pęzik, Adam Przepiórkowski) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
| License | GNU GPL 3.0 |
| Author | Explosion |
| Model size | 547 MB |
Label Scheme
View label scheme (1726 labels for 4 components)
| Component | Labels |
|---|---|
morphologizer |
Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, AdpType=Prep|POS=ADP|Variant=Short, Case=Loc|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Loc|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, POS=CCONJ, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, POS=PUNCT|PunctType=Peri, Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, POS=PUNCT|PunctType=Comm, Animacy=Inan|Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, AdpType=Prep|POS=ADP, Case=Loc|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Animacy=Hum|Case=Nom|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Hum|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Imp|POS=VERB|Tense=Pres|VerbForm=Conv|Voice=Act, Animacy=Hum|Case=Ins|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Animacy=Nhum|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, POS=ADV, Animacy=Hum|Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Hum|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Imp|Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, POS=PRON|PronType=Prs|Reflex=Yes, Case=Ins|Gender=Neut|NumType=Sets|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|NumForm=Word|Number=Plur|POS=NUM, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Nhum|Case=Nom|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Nhum|Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|POS=PRON|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Perf|Case=Ins|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Hum|Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Ins|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Animacy=Hum|Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Animacy=Inan|Case=Loc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Imp|Case=Gen|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Nhum|Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Gender=Neut|Number=Sing|POS=NOUN, Case=Loc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Loc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Ptan|POS=NOUN, AdpType=Prep|POS=ADP|Variant=Long, Animacy=Inan|Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Ins|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Hum|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Inan|Aspect=Perf|Case=Gen|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Animacy=Hum|Aspect=Imp|Case=Ins|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Nhum|Case=Loc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Ins|Gender=Neut|NumType=Sets|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|NumType=Sets|Number=Sing|POS=NOUN, Aspect=Imp|Case=Acc|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Loc|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Aspect=Imp|Case=Nom|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Case=Loc|Gender=Neut|Number=Plur|POS=NOUN, Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Ins|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Imp|Case=Nom|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Nhum|Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|NumType=Sets|Number=Plur|POS=NOUN, Aspect=Perf|Case=Gen|Gender=Neut|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, POS=SPACE, Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Aspect=Perf|Case=Nom|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Case=Ins|Gender=Neut|Number=Ptan|POS=NOUN, Case=Ins|POS=PRON|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Nhum|Case=Loc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Gender=Neut|NumForm=Word|NumType=Sets|Number=Plur|POS=NUM, Case=Ins|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, POS=PART, Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Nom|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Degree=Pos|POS=ADV, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Hum|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Case=Gen|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, POS=SCONJ, Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, `Case=Dat|Gender=Fem|Number=Sing|... |
nl_core_news_sm-3.8.0
Checksum .tar.gz:
d31f99d4be917c14d436f1f545053a6dea289cfcbf1719c515d20261b89bfc7e
Checksum .whl:a76978477821f213ca76a46c686df1b1d41462905d4868bc53eac086adca8b7e
Details: https://spacy.io/models/nl#nl_core_news_sm
Dutch pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner.
| Feature | Description |
|---|---|
| Name | nl_core_news_sm |
| Version | 3.8.0 |
| spaCy | >=3.8.0,<3.9.0 |
| Default Pipeline | tok2vec, morphologizer, tagger, parser, lemmatizer, attribute_ruler, ner |
| Components | tok2vec, morphologizer, tagger, parser, lemmatizer, senter, attribute_ruler, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | UD Dutch LassySmall v2.8 (Bouma, Gosse; van Noord, Gertjan) Dutch NER Annotations for UD LassySmall (NLP Town) UD Dutch Alpino v2.8 (Zeman, Daniel; Žabokrtský, Zdeněk; Bouma, Gosse; van Noord, Gertjan) |
| License | CC BY-SA 4.0 |
| Author | Explosion |
| Model size | 12 MB |
Label Scheme
View label scheme (323 labels for 4 components)
| Component | Labels |
|---|---|
morphologizer |
POS=PRON|Person=3|PronType=Dem, Number=Sing|POS=AUX|Tense=Pres|VerbForm=Fin, POS=ADV, POS=VERB|VerbForm=Part, POS=PUNCT, Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin, POS=ADP, POS=NUM, Number=Plur|POS=NOUN, POS=VERB|VerbForm=Inf, POS=SCONJ, Definite=Def|POS=DET, Gender=Com|Number=Sing|POS=NOUN, Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin, Degree=Pos|POS=ADJ, Gender=Neut|Number=Sing|POS=PROPN, Gender=Com|Number=Sing|POS=PROPN, POS=AUX|VerbForm=Inf, Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin, POS=DET, Gender=Neut|Number=Sing|POS=NOUN, POS=PRON|Person=3|PronType=Prs, POS=CCONJ, Number=Plur|POS=VERB|Tense=Pres|VerbForm=Fin, POS=PRON|Person=3|PronType=Ind, Degree=Cmp|POS=ADJ, Case=Nom|POS=PRON|Person=1|PronType=Prs, Definite=Ind|POS=DET, Case=Nom|POS=PRON|Person=3|PronType=Prs, POS=PRON|Person=3|Poss=Yes|PronType=Prs, Number=Plur|POS=AUX|Tense=Pres|VerbForm=Fin, POS=PRON|PronType=Rel, Case=Acc|POS=PRON|Person=1|PronType=Prs, Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin, Gender=Com,Neut|Number=Sing|POS=NOUN, Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Acc|POS=PRON|Person=3|PronType=Prs, POS=PROPN, POS=PRON|PronType=Ind, POS=PRON|Person=3|PronType=Int, Case=Acc|POS=PRON|PronType=Rcp, Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin, Number=Sing|POS=NOUN, POS=PRON|Person=1|Poss=Yes|PronType=Prs, POS=SYM, Abbr=Yes|POS=X, Gender=Com,Neut|Number=Sing|POS=PROPN, Degree=Sup|POS=ADJ, POS=ADJ, Number=Sing|POS=PROPN, POS=PRON|PronType=Dem, POS=AUX|VerbForm=Part, POS=SPACE, POS=PRON|Person=3|PronType=Rel, Number=Plur|POS=PROPN, POS=PRON|Person=2|Poss=Yes|PronType=Prs, Case=Dat|POS=PRON|PronType=Dem, Case=Nom|POS=PRON|Person=2|PronType=Prs, POS=INTJ, Case=Acc|POS=PRON|Person=2|PronType=Prs, Case=Gen|POS=PRON|Person=3|Poss=Yes|PronType=Prs, POS=PRON|PronType=Int, POS=PRON|Person=2|PronType=Prs, POS=PRON|Person=3, Case=Gen|POS=PRON|Person=2|PronType=Prs, POS=X |
tagger |
ADJ|nom|basis|met-e|mv-n, ADJ|nom|basis|met-e|zonder-n|bijz, ADJ|nom|basis|met-e|zonder-n|stan, ADJ|nom|basis|zonder|mv-n, ADJ|nom|basis|zonder|zonder-n, ADJ|nom|comp|met-e|mv-n, ADJ|nom|comp|met-e|zonder-n|stan, ADJ|nom|sup|met-e|mv-n, ADJ|nom|sup|met-e|zonder-n|bijz, ADJ|nom|sup|met-e|zonder-n|stan, ADJ|nom|sup|zonder|zonder-n, ADJ|postnom|basis|met-s, ADJ|postnom|basis|zonder, ADJ|postnom|comp|met-s, ADJ|prenom|basis|met-e|bijz, ADJ|prenom|basis|met-e|stan, ADJ|prenom|basis|zonder, ADJ|prenom|comp|met-e|stan, ADJ|prenom|comp|zonder, ADJ|prenom|sup|met-e|stan, ADJ|prenom|sup|zonder, ADJ|vrij|basis|zonder, ADJ|vrij|comp|zonder, ADJ|vrij|dim|zonder, ADJ|vrij|sup|zonder, BW, LET, LID|bep|dat|evmo, LID|bep|gen|evmo, LID|bep|gen|rest3, LID|bep|stan|evon, LID|bep|stan|rest, LID|onbep|stan|agr, N|eigen|ev|basis|gen, N|eigen|ev|basis|genus|stan, N|eigen|ev|basis|onz|stan, N|eigen|ev|basis|zijd|stan, N|eigen|ev|dim|onz|stan, N|eigen|mv|basis, N|soort|ev|basis|dat, N|soort|ev|basis|gen, N|soort|ev|basis|genus|stan, N|soort|ev|basis|onz|stan, N|soort|ev|basis|zijd|stan, N|soort|ev|dim|onz|stan, N|soort|mv|basis, N|soort|mv|dim, SPEC|afgebr, SPEC|afk, SPEC|deeleigen, SPEC|enof, SPEC|meta, SPEC|symb, SPEC|vreemd, TSW, TW|hoofd|nom|mv-n|basis, TW|hoofd|nom|mv-n|dim, TW|hoofd|nom|zonder-n|basis, TW|hoofd|nom|zonder-n|dim, TW|hoofd|prenom|stan, TW|hoofd|vrij, TW|rang|nom|mv-n, TW|rang|nom|zonder-n, TW|rang|prenom|stan, VG|neven, VG|onder, VNW|aanw|adv-pron|obl|vol|3o|getal, VNW|aanw|adv-pron|stan|red|3|getal, VNW|aanw|det|dat|nom|met-e|zonder-n, VNW|aanw|det|dat|prenom|met-e|evmo, VNW|aanw|det|gen|prenom|met-e|rest3, VNW|aanw|det|stan|nom|met-e|mv-n, VNW|aanw|det|stan|nom|met-e|zonder-n, VNW|aanw|det|stan|prenom|met-e|rest, VNW|aanw|det|stan|prenom|zonder|agr, VNW|aanw|det|stan|prenom|zonder|evon, VNW|aanw|det|stan|prenom|zonder|rest, VNW|aanw|det|stan|vrij|zonder, VNW|aanw|pron|gen|vol|3m|ev, VNW|aanw|pron|stan|vol|3o|ev, VNW|aanw|pron|stan|vol|3|getal, VNW|betr|det|stan|nom|met-e|zonder-n, VNW|betr|det|stan|nom|zonder|zonder-n, VNW|betr|pron|stan|vol|3|ev, VNW|betr|pron|stan|vol|persoon|getal, VNW|bez|det|gen|vol|3|ev|prenom|met-e|rest3, VNW|bez|det|stan|nadr|2v|mv|prenom|zonder|agr, VNW|bez|det|stan|red|1|ev|prenom|zonder|agr, VNW|bez|det|stan|red|2v|ev|prenom|zonder|agr, VNW|bez|det|stan|red|3|ev|prenom|zonder|agr, VNW|bez|det|stan|vol|1|ev|prenom|met-e|rest, VNW|bez|det|stan|vol|1|ev|prenom|zonder|agr, VNW|bez|det|stan|vol|1|mv|prenom|met-e|rest, VNW|bez|det|stan|vol|1|mv|prenom|zonder|evon, VNW|bez|det|stan|vol|2v|ev|prenom|zonder|agr, VNW|bez|det|stan|vol|2|getal|prenom|zonder|agr, VNW|bez|det|stan|vol|3m|ev|nom|met-e|zonder-n, VNW|bez|det|stan|vol|3m|ev|prenom|met-e|rest, VNW|bez|det|stan|vol|3p|mv|prenom|met-e|rest, VNW|bez|det|stan|vol|3v|ev|nom|met-e|zonder-n, VNW|bez|det|stan|vol|3v|ev|prenom|met-e|rest, VNW|bez|det|stan|vol|3|ev|prenom|zonder|agr, VNW|bez|det|stan|vol|3|mv|prenom|zonder|agr, VNW|excl|pron|stan|vol|3|getal, VNW|onbep|adv-pron|gen|red|3|getal, VNW|onbep|adv-pron|obl|vol|3o|getal, VNW|onbep|det|stan|nom|met-e|mv-n, VNW|onbep|det|stan|nom|met-e|zonder-n, VNW|onbep|det|stan|nom|zonder|zonder-n, VNW|onbep|det|stan|prenom|met-e|agr, VNW|onbep|det|stan|prenom|met-e|evz, VNW|onbep|det|stan|prenom|met-e|mv, VNW|onbep|det|stan|prenom|met-e|rest, VNW|onbep|det|stan|prenom|zonder|agr, VNW|onbep|det|stan|prenom|zonder|evon, VNW|onbep|det|stan|vrij|zonder, VNW|onbep|grad|gen|nom|met-e|mv-n|basis, VNW|onbep|grad|stan|nom|met-e|mv-n|basis, VNW|onbep|grad|stan|nom|met-e|mv-n|sup, VNW|onbep|grad|stan|nom|met-e|zonder-n|basis, VNW|onbep|grad|stan|nom|met-e|zonder-n|sup, VNW|onbep|grad|stan|prenom|met-e|agr|basis, VNW|onbep|grad|stan|prenom|met-e|agr|comp, VNW|onbep|grad|stan|prenom|met-e|agr|sup, VNW|onbep|grad|stan|prenom|met-e|mv|basis, VNW|onbep|grad|stan|prenom|zonder|agr|basis, VNW|onbep|grad|stan|prenom|zonder|agr|comp, VNW|onbep|grad|stan|vrij|zonder|basis, VNW|onbep|grad|stan|vrij|zonder|comp, VNW|onbep|grad|stan|vrij|zonder|sup, VNW|onbep|pron|gen|vol|3p|ev, VNW|onbep|pron|stan|vol|3o|ev, VNW|onbep|pron|stan|vol|3p|ev, VNW|pers|pron|gen|vol|2|getal, VNW|pers|pron|nomin|nadr|3m|ev|masc, VNW|pers|pron|nomin|nadr|3v|ev|fem, VNW|pers|pron|nomin|red|1|mv, VNW|pers|pron|nomin|red|2v|ev, VNW|pers|pron|nomin|red|2|getal, VNW|pers|pron|nomin|red|3p|ev|masc, VNW|pers|pron|nomin|red|3|ev|masc, VNW|pers|pron|nomin|vol|1|ev, VNW|pers|pron|nomin|vol|1|mv, VNW|pers|pron|nomin|vol|2b|getal, VNW|pers|pron|nomin|vol|2v|ev, VNW|pers|pron|nomin|vol|2|getal, VNW|pers|pron|nomin|vol|3p|mv, VNW|pers|pron|nomin|vol|3v|ev|fem, VNW|pers|pron|nomin|vol|3|ev|masc, VNW|pers|pron|obl|nadr|3m|ev|masc, VNW|pers|pron|obl|red|3|ev|masc, VNW|pers|pron|obl|vol|2v|ev, `VN... |