unimorph/universal_morphologies
The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world’s languages. The goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning, typically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema. The specification of the schema is described in Sylak-Glassman (2016).
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1---2annotations_creators:3- expert-generated4language_creators:5- found6language:7- ady8- ang9- ar10- arn11- ast12- az13- ba14- be15- bg16- bn17- bo18- br19- ca20- ckb21- crh22- cs23- csb24- cu25- cy26- da27- de28- dsb29- el30- en31- es32- et33- eu34- fa35- fi36- fo37- fr38- frm39- fro40- frr41- fur42- fy43- ga44- gal45- gd46- gmh47- gml48- got49- grc50- gv51- hai52- he53- hi54- hu55- hy56- is57- it58- izh59- ka60- kbd61- kjh62- kk63- kl64- klr65- kmr66- kn67- krl68- kw69- la70- liv71- lld72- lt73- lud74- lv75- mk76- mt77- mwf78- nap79- nb80- nds81- nl82- nn83- nv84- oc85- olo86- osx87- pl88- ps89- pt90- qu91- ro92- ru93- sa94- sga95- sh96- sl97- sme98- sq99- sv100- swc101- syc102- te103- tg104- tk105- tr106- tt107- uk108- ur109- uz110- vec111- vep112- vot113- xcl114- xno115- yi116- zu117license:118- cc-by-sa-3.0119multilinguality:120- monolingual121size_categories:122- 10K<n<100K123- 1K<n<10K124- n<1K125source_datasets:126- original127task_categories:128- token-classification129- text-classification130task_ids:131- multi-class-classification132- multi-label-classification133paperswithcode_id: null134pretty_name: UniversalMorphologies135tags:136- morphology137dataset_info:138- config_name: ady139 features:140 - name: lemma141 dtype: string142 - name: forms143 sequence:144 - name: word145 dtype: string146 - name: Aktionsart147 sequence:148 class_label:149 names:150 0: STAT151 1: DYN152 2: TEL153 3: ATEL154 4: PCT155 5: DUR156 6: ACH157 7: ACCMP158 8: SEMEL159 9: ACTY160 - name: Animacy161 sequence:162 class_label:163 names:164 0: ANIM165 1: INAN166 2: HUM167 3: NHUM168 - name: Argument_Marking169 sequence:170 class_label:171 names:172 0: ARGNO1S173 1: ARGNO2S174 2: ARGNO3S175 3: ARGNO1P176 4: ARGNO2P177 5: ARGNO3P178 6: ARGAC1S179 7: ARGAC2S180 8: ARGAC3S181 9: ARGAC1P182 10: ARGAC2P183 11: ARGAC3P184 12: ARGAB1S185 13: ARGAB2S186 14: ARGAB3S187 15: ARGAB1P188 16: ARGAB2P189 17: ARGAB3P190 18: ARGER1S191 19: ARGER2S192 20: ARGER3S193 21: ARGER1P194 22: ARGER2P195 23: ARGER3P196 24: ARGDA1S197 25: ARGDA2S198 26: ARGDA3S199 27: ARGDA1P200 28: ARGDA2P201 29: ARGDA3P202 30: ARGBE1S203 31: ARGBE2S204 32: ARGBE3S205 33: ARGBE1P206 34: ARGBE2P207 35: ARGBE3P208 - name: Aspect209 sequence:210 class_label:211 names:212 0: IPFV213 1: PFV214 2: PRF215 3: PROG216 4: PROSP217 5: ITER218 6: HAB219 - name: Case220 sequence:221 class_label:222 names:223 0: NOM224 1: ACC225 2: ERG226 3: ABS227 4: NOMS228 5: DAT229 6: BEN230 7: PRP231 8: GEN232 9: REL233 10: PRT234 11: INS235 12: COM236 13: VOC237 14: COMPV238 15: EQTV239 16: PRIV240 17: PROPR241 18: AVR242 19: FRML243 20: TRANS244 21: BYWAY245 22: INTER246 23: AT247 24: POST248 25: IN249 26: CIRC250 27: ANTE251 28: APUD252 29: 'ON'253 30: ONHR254 31: ONVR255 32: SUB256 33: REM257 34: PROXM258 35: ESS259 36: ALL260 37: ABL261 38: APPRX262 39: TERM263 - name: Comparison264 sequence:265 class_label:266 names:267 0: CMPR268 1: SPRL269 2: AB270 3: RL271 4: EQT272 - name: Definiteness273 sequence:274 class_label:275 names:276 0: DEF277 1: INDF278 2: SPEC279 3: NSPEC280 - name: Deixis281 sequence:282 class_label:283 names:284 0: PROX285 1: MED286 2: REMT287 3: REF1288 4: REF2289 5: NOREF290 6: PHOR291 7: VIS292 8: NVIS293 9: ABV294 10: EVEN295 11: BEL296 - name: Evidentiality297 sequence:298 class_label:299 names:300 0: FH301 1: DRCT302 2: SEN303 3: VISU304 4: NVSEN305 5: AUD306 6: NFH307 7: QUOT308 8: RPRT309 9: HRSY310 10: INFER311 11: ASSUM312 - name: Finiteness313 sequence:314 class_label:315 names:316 0: FIN317 1: NFIN318 - name: Gender319 sequence:320 class_label:321 names:322 0: MASC323 1: FEM324 2: NEUT325 3: NAKH1326 4: NAKH2327 5: NAKH3328 6: NAKH4329 7: NAKH5330 8: NAKH6331 9: NAKH7332 10: NAKH8333 11: BANTU1334 12: BANTU2335 13: BANTU3336 14: BANTU4337 15: BANTU5338 16: BANTU6339 17: BANTU7340 18: BANTU8341 19: BANTU9342 20: BANTU10343 21: BANTU11344 22: BANTU12345 23: BANTU13346 24: BANTU14347 25: BANTU15348 26: BANTU16349 27: BANTU17350 28: BANTU18351 29: BANTU19352 30: BANTU20353 31: BANTU21354 32: BANTU22355 33: BANTU23356 - name: Information_Structure357 sequence:358 class_label:359 names:360 0: TOP361 1: FOC362 - name: Interrogativity363 sequence:364 class_label:365 names:366 0: DECL367 1: INT368 - name: Language_Specific369 sequence:370 class_label:371 names:372 0: LGSPEC1373 1: LGSPEC2374 2: LGSPEC3375 3: LGSPEC4376 4: LGSPEC5377 5: LGSPEC6378 6: LGSPEC7379 7: LGSPEC8380 8: LGSPEC9381 9: LGSPEC10382 - name: Mood383 sequence:384 class_label:385 names:386 0: IND387 1: SBJV388 2: REAL389 3: IRR390 4: AUPRP391 5: AUNPRP392 6: IMP393 7: COND394 8: PURP395 9: INTEN396 10: POT397 11: LKLY398 12: ADM399 13: OBLIG400 14: DEB401 15: PERM402 16: DED403 17: SIM404 18: OPT405 - name: Number406 sequence:407 class_label:408 names:409 0: SG410 1: PL411 2: GRPL412 3: DU413 4: TRI414 5: PAUC415 6: GRPAUC416 7: INVN417 - name: Part_Of_Speech418 sequence:419 class_label:420 names:421 0: N422 1: PROPN423 2: ADJ424 3: PRO425 4: CLF426 5: ART427 6: DET428 7: V429 8: ADV430 9: AUX431 10: V.PTCP432 11: V.MSDR433 12: V.CVB434 13: ADP435 14: COMP436 15: CONJ437 16: NUM438 17: PART439 18: INTJ440 - name: Person441 sequence:442 class_label:443 names:444 0: '0'445 1: '1'446 2: '2'447 3: '3'448 4: '4'449 5: INCL450 6: EXCL451 7: PRX452 8: OBV453 - name: Polarity454 sequence:455 class_label:456 names:457 0: POS458 1: NEG459 - name: Politeness460 sequence:461 class_label:462 names:463 0: INFM464 1: FORM465 2: ELEV466 3: HUMB467 4: POL468 5: AVOID469 6: LOW470 7: HIGH471 8: STELEV472 9: STSUPR473 10: LIT474 11: FOREG475 12: COL476 - name: Possession477 sequence:478 class_label:479 names:480 0: ALN481 1: NALN482 2: PSS1S483 3: PSS2S484 4: PSS2SF485 5: PSS2SM486 6: PSS2SINFM487 7: PSS2SFORM488 8: PSS3S489 9: PSS3SF490 10: PSS3SM491 11: PSS1D492 12: PSS1DI493 13: PSS1DE494 14: PSS2D495 15: PSS2DM496 16: PSS2DF497 17: PSS3D498 18: PSS3DF499 19: PSS3DM500 20: PSS1P501 21: PSS1PI502 22: PSS1PE503 23: PSS2P504 24: PSS2PF505 25: PSS2PM506 26: PSS3PF507 27: PSS3PM508 - name: Switch_Reference509 sequence:510 class_label:511 names:512 0: SS513 1: SSADV514 2: DS515 3: DSADV516 4: OR517 5: SIMMA518 6: SEQMA519 7: LOG520 - name: Tense521 sequence:522 class_label:523 names:524 0: PRS525 1: PST526 2: FUT527 3: IMMED528 4: HOD529 5: 1DAY530 6: RCT531 7: RMT532 - name: Valency533 sequence:534 class_label:535 names:536 0: IMPRS537 1: INTR538 2: TR539 3: DITR540 4: REFL541 5: RECP542 6: CAUS543 7: APPL544 - name: Voice545 sequence:546 class_label:547 names:548 0: ACT549 1: MID550 2: PASS551 3: ANTIP552 4: DIR553 5: INV554 6: AGFOC555 7: PFOC556 8: LFOC557 9: BFOC558 10: ACFOC559 11: IFOC560 12: CFOC561 - name: Other562 sequence: string563 splits:564 - name: train565 num_bytes: 3428235566 num_examples: 1666567 download_size: 1008487568 dataset_size: 3428235569- config_name: ang570 features:571 - name: lemma572 dtype: string573 - name: forms574 sequence:575 - name: word576 dtype: string577 - name: Aktionsart578 sequence:579 class_label:580 names:581 0: STAT582 1: DYN583 2: TEL584 3: ATEL585 4: PCT586 5: DUR587 6: ACH588 7: ACCMP589 8: SEMEL590 9: ACTY591 - name: Animacy592 sequence:593 class_label:594 names:595 0: ANIM596 1: INAN597 2: HUM598 3: NHUM599 - name: Argument_Marking600 sequence:601 class_label:602 names:603 0: ARGNO1S604 1: ARGNO2S605 2: ARGNO3S606 3: ARGNO1P607 4: ARGNO2P608 5: ARGNO3P609 6: ARGAC1S610 7: ARGAC2S611 8: ARGAC3S612 9: ARGAC1P613 10: ARGAC2P614 11: ARGAC3P615 12: ARGAB1S616 13: ARGAB2S617 14: ARGAB3S618 15: ARGAB1P619 16: ARGAB2P620 17: ARGAB3P621 18: ARGER1S622 19: ARGER2S623 20: ARGER3S624 21: ARGER1P625 22: ARGER2P626 23: ARGER3P627 24: ARGDA1S628 25: ARGDA2S629 26: ARGDA3S630 27: ARGDA1P631 28: ARGDA2P632 29: ARGDA3P633 30: ARGBE1S634 31: ARGBE2S635 32: ARGBE3S636 33: ARGBE1P637 34: ARGBE2P638 35: ARGBE3P639 - name: Aspect640 sequence:641 class_label:642 names:643 0: IPFV644 1: PFV645 2: PRF646 3: PROG647 4: PROSP648 5: ITER649 6: HAB650 - name: Case651 sequence:652 class_label:653 names:654 0: NOM655 1: ACC656 2: ERG657 3: ABS658 4: NOMS659 5: DAT660 6: BEN661 7: PRP662 8: GEN663 9: REL664 10: PRT665 11: INS666 12: COM667 13: VOC668 14: COMPV669 15: EQTV670 16: PRIV671 17: PROPR672 18: AVR673 19: FRML674 20: TRANS675 21: BYWAY676 22: INTER677 23: AT678 24: POST679 25: IN680 26: CIRC681 27: ANTE682 28: APUD683 29: 'ON'684 30: ONHR685 31: ONVR686 32: SUB687 33: REM688 34: PROXM689 35: ESS690 36: ALL691 37: ABL692 38: APPRX693 39: TERM694 - name: Comparison695 sequence:696 class_label:697 names:698 0: CMPR699 1: SPRL700 2: AB701 3: RL702 4: EQT703 - name: Definiteness704 sequence:705 class_label:706 names:707 0: DEF708 1: INDF709 2: SPEC710 3: NSPEC711 - name: Deixis712 sequence:713 class_label:714 names:715 0: PROX716 1: MED717 2: REMT718 3: REF1719 4: REF2720 5: NOREF721 6: PHOR722 7: VIS723 8: NVIS724 9: ABV725 10: EVEN726 11: BEL727 - name: Evidentiality728 sequence:729 class_label:730 names:731 0: FH732 1: DRCT733 2: SEN734 3: VISU735 4: NVSEN736 5: AUD737 6: NFH738 7: QUOT739 8: RPRT740 9: HRSY741 10: INFER742 11: ASSUM743 - name: Finiteness744 sequence:745 class_label:746 names:747 0: FIN748 1: NFIN749 - name: Gender750 sequence:751 class_label:752 names:753 0: MASC754 1: FEM755 2: NEUT756 3: NAKH1757 4: NAKH2758 5: NAKH3759 6: NAKH4760 7: NAKH5761 8: NAKH6762 9: NAKH7763 10: NAKH8764 11: BANTU1765 12: BANTU2766 13: BANTU3767 14: BANTU4768 15: BANTU5769 16: BANTU6770 17: BANTU7771 18: BANTU8772 19: BANTU9773 20: BANTU10774 21: BANTU11775 22: BANTU12776 23: BANTU13777 24: BANTU14778 25: BANTU15779 26: BANTU16780 27: BANTU17781 28: BANTU18782 29: BANTU19783 30: BANTU20784 31: BANTU21785 32: BANTU22786 33: BANTU23787 - name: Information_Structure788 sequence:789 class_label:790 names:791 0: TOP792 1: FOC793 - name: Interrogativity794 sequence:795 class_label:796 names:797 0: DECL798 1: INT799 - name: Language_Specific800 sequence:801 class_label:802 names:803 0: LGSPEC1804 1: LGSPEC2805 2: LGSPEC3806 3: LGSPEC4807 4: LGSPEC5808 5: LGSPEC6809 6: LGSPEC7810 7: LGSPEC8811 8: LGSPEC9812 9: LGSPEC10813 - name: Mood814 sequence:815 class_label:816 names:817 0: IND818 1: SBJV819 2: REAL820 3: IRR821 4: AUPRP822 5: AUNPRP823 6: IMP824 7: COND825 8: PURP826 9: INTEN827 10: POT828 11: LKLY829 12: ADM830 13: OBLIG831 14: DEB832 15: PERM833 16: DED834 17: SIM835 18: OPT836 - name: Number837 sequence:838 class_label:839 names:840 0: SG841 1: PL842 2: GRPL843 3: DU844 4: TRI845 5: PAUC846 6: GRPAUC847 7: INVN848 - name: Part_Of_Speech849 sequence:850 class_label:851 names:852 0: N853 1: PROPN854 2: ADJ855 3: PRO856 4: CLF857 5: ART858 6: DET859 7: V860 8: ADV861 9: AUX862 10: V.PTCP863 11: V.MSDR864 12: V.CVB865 13: ADP866 14: COMP867 15: CONJ868 16: NUM869 17: PART870 18: INTJ871 - name: Person872 sequence:873 class_label:874 names:875 0: '0'876 1: '1'877 2: '2'878 3: '3'879 4: '4'880 5: INCL881 6: EXCL882 7: PRX883 8: OBV884 - name: Polarity885 sequence:886 class_label:887 names:888 0: POS889 1: NEG890 - name: Politeness891 sequence:892 class_label:893 names:894 0: INFM895 1: FORM896 2: ELEV897 3: HUMB898 4: POL899 5: AVOID900 6: LOW901 7: HIGH902 8: STELEV903 9: STSUPR904 10: LIT905 11: FOREG906 12: COL907 - name: Possession908 sequence:909 class_label:910 names:911 0: ALN912 1: NALN913 2: PSS1S914 3: PSS2S915 4: PSS2SF916 5: PSS2SM917 6: PSS2SINFM918 7: PSS2SFORM919 8: PSS3S920 9: PSS3SF921 10: PSS3SM922 11: PSS1D923 12: PSS1DI924 13: PSS1DE925 14: PSS2D926 15: PSS2DM927 16: PSS2DF928 17: PSS3D929 18: PSS3DF930 19: PSS3DM931 20: PSS1P932 21: PSS1PI933 22: PSS1PE934 23: PSS2P935 24: PSS2PF936 25: PSS2PM937 26: PSS3PF938 27: PSS3PM939 - name: Switch_Reference940 sequence:941 class_label:942 names:943 0: SS944 1: SSADV945 2: DS946 3: DSADV947 4: OR948 5: SIMMA949 6: SEQMA950 7: LOG951 - name: Tense952 sequence:953 class_label:954 names:955 0: PRS956 1: PST957 2: FUT958 3: IMMED959 4: HOD960 5: 1DAY961 6: RCT962 7: RMT963 - name: Valency964 sequence:965 class_label:966 names:967 0: IMPRS968 1: INTR969 2: TR970 3: DITR971 4: REFL972 5: RECP973 6: CAUS974 7: APPL975 - name: Voice976 sequence:977 class_label:978 names:979 0: ACT980 1: MID981 2: PASS982 3: ANTIP983 4: DIR984 5: INV985 6: AGFOC986 7: PFOC987 8: LFOC988 9: BFOC989 10: ACFOC990 11: IFOC991 12: CFOC992 - name: Other993 sequence: string994 splits:995 - name: train996 num_bytes: 6569844997 num_examples: 1867998 download_size: 1435972999 dataset_size: 65698441000- config_name: ara1001 features:1002 - name: lemma1003 dtype: string1004 - name: forms1005 sequence:1006 - name: word1007 dtype: string1008 - name: Aktionsart1009 sequence:1010 class_label:1011 names:1012 0: STAT1013 1: DYN1014 2: TEL1015 3: ATEL1016 4: PCT1017 5: DUR1018 6: ACH1019 7: ACCMP1020 8: SEMEL1021 9: ACTY1022 - name: Animacy1023 sequence:1024 class_label:1025 names:1026 0: ANIM1027 1: INAN1028 2: HUM1029 3: NHUM1030 - name: Argument_Marking1031 sequence:1032 class_label:1033 names:1034 0: ARGNO1S1035 1: ARGNO2S1036 2: ARGNO3S1037 3: ARGNO1P1038 4: ARGNO2P1039 5: ARGNO3P1040 6: ARGAC1S1041 7: ARGAC2S1042 8: ARGAC3S1043 9: ARGAC1P1044 10: ARGAC2P1045 11: ARGAC3P1046 12: ARGAB1S1047 13: ARGAB2S1048 14: ARGAB3S1049 15: ARGAB1P1050 16: ARGAB2P1051 17: ARGAB3P1052 18: ARGER1S1053 19: ARGER2S1054 20: ARGER3S1055 21: ARGER1P1056 22: ARGER2P1057 23: ARGER3P1058 24: ARGDA1S1059 25: ARGDA2S1060 26: ARGDA3S1061 27: ARGDA1P1062 28: ARGDA2P1063 29: ARGDA3P1064 30: ARGBE1S1065 31: ARGBE2S1066 32: ARGBE3S1067 33: ARGBE1P1068 34: ARGBE2P1069 35: ARGBE3P1070 - name: Aspect1071 sequence:1072 class_label:1073 names:1074 0: IPFV1075 1: PFV1076 2: PRF1077 3: PROG1078 4: PROSP1079 5: ITER1080 6: HAB1081 - name: Case1082 sequence:1083 class_label:1084 names:1085 0: NOM1086 1: ACC1087 2: ERG1088 3: ABS1089 4: NOMS1090 5: DAT1091 6: BEN1092 7: PRP1093 8: GEN1094 9: REL1095 10: PRT1096 11: INS1097 12: COM1098 13: VOC1099 14: COMPV1100 15: EQTV1101 16: PRIV1102 17: PROPR1103 18: AVR1104 19: FRML1105 20: TRANS1106 21: BYWAY1107 22: INTER1108 23: AT1109 24: POST1110 25: IN1111 26: CIRC1112 27: ANTE1113 28: APUD1114 29: 'ON'1115 30: ONHR1116 31: ONVR1117 32: SUB1118 33: REM1119 34: PROXM1120 35: ESS1121 36: ALL1122 37: ABL1123 38: APPRX1124 39: TERM1125 - name: Comparison1126 sequence:1127 class_label:1128 names:1129 0: CMPR1130 1: SPRL1131 2: AB1132 3: RL1133 4: EQT1134 - name: Definiteness1135 sequence:1136 class_label:1137 names:1138 0: DEF1139 1: INDF1140 2: SPEC1141 3: NSPEC1142 - name: Deixis1143 sequence:1144 class_label:1145 names:1146 0: PROX1147 1: MED1148 2: REMT1149 3: REF11150 4: REF21151 5: NOREF1152 6: PHOR1153 7: VIS1154 8: NVIS1155 9: ABV1156 10: EVEN1157 11: BEL1158 - name: Evidentiality1159 sequence:1160 class_label:1161 names:1162 0: FH1163 1: DRCT1164 2: SEN1165 3: VISU1166 4: NVSEN1167 5: AUD1168 6: NFH1169 7: QUOT1170 8: RPRT1171 9: HRSY1172 10: INFER1173 11: ASSUM1174 - name: Finiteness1175 sequence:1176 class_label:1177 names:1178 0: FIN1179 1: NFIN1180 - name: Gender1181 sequence:1182 class_label:1183 names:1184 0: MASC1185 1: FEM1186 2: NEUT1187 3: NAKH11188 4: NAKH21189 5: NAKH31190 6: NAKH41191 7: NAKH51192 8: NAKH61193 9: NAKH71194 10: NAKH81195 11: BANTU11196 12: BANTU21197 13: BANTU31198 14: BANTU41199 15: BANTU51200 16: BANTU6