Use locally hosted data file

universal_dependencies.py

@@ -1,3 +1,5 @@
+import os.path
+
 import conllu
 
 import datasets
@@ -391,790 +393,634 @@ _DESCRIPTIONS = {
     "wo_wtb": "UD_Wolof-WTB is a natively manual developed treebank for Wolof. Sentences were collected from encyclopedic, fictional, biographical, religious texts and news.",
     "yo_ytb": "Parts of the Yoruba Bible and of the Yoruba edition of Wikipedia, hand-annotated natively in Universal Dependencies.",
 }
+_DATA_URL = "https://lindat.mff.cuni.cz/repository/xmlui/bitstream/handle/11234/1-3424/ud-treebanks-v2.7.tgz"
+_DATA_URL = "data/ud-treebanks-v2.7.zip"
 _PREFIX = "https://raw.githubusercontent.com/UniversalDependencies/"
 _UD_DATASETS = {
     "af_afribooms": {
-        "train": "UD_Afrikaans-AfriBooms/r2.7/af_afribooms-ud-train.conllu",
-        "dev": "UD_Afrikaans-AfriBooms/r2.7/af_afribooms-ud-dev.conllu",
-        "test": "UD_Afrikaans-AfriBooms/r2.7/af_afribooms-ud-test.conllu",
-    },
-    "akk_pisandub": {
-        "test": "UD_Akkadian-PISANDUB/r2.7/akk_pisandub-ud-test.conllu",
-    },
-    "akk_riao": {
-        "test": "UD_Akkadian-RIAO/r2.7/akk_riao-ud-test.conllu",
-    },
-    "aqz_tudet": {
-        "test": "UD_Akuntsu-TuDeT/r2.7/aqz_tudet-ud-test.conllu",
-    },
-    "sq_tsa": {
-        "test": "UD_Albanian-TSA/r2.7/sq_tsa-ud-test.conllu",
-    },
-    "am_att": {
-        "test": "UD_Amharic-ATT/r2.7/am_att-ud-test.conllu",
-    },
+        "train": "UD_Afrikaans-AfriBooms/af_afribooms-ud-train.conllu",
+        "validation": "UD_Afrikaans-AfriBooms/af_afribooms-ud-dev.conllu",
+        "test": "UD_Afrikaans-AfriBooms/af_afribooms-ud-test.conllu",
+    },
+    "akk_pisandub": {"test": "UD_Akkadian-PISANDUB/akk_pisandub-ud-test.conllu",},
+    "akk_riao": {"test": "UD_Akkadian-RIAO/akk_riao-ud-test.conllu",},
+    "aqz_tudet": {"test": "UD_Akuntsu-TuDeT/aqz_tudet-ud-test.conllu",},
+    "sq_tsa": {"test": "UD_Albanian-TSA/sq_tsa-ud-test.conllu",},
+    "am_att": {"test": "UD_Amharic-ATT/am_att-ud-test.conllu",},
     "grc_perseus": {
-        "train": "UD_Ancient_Greek-Perseus/r2.7/grc_perseus-ud-train.conllu",
-        "dev": "UD_Ancient_Greek-Perseus/r2.7/grc_perseus-ud-dev.conllu",
-        "test": "UD_Ancient_Greek-Perseus/r2.7/grc_perseus-ud-test.conllu",
+        "train": "UD_Ancient_Greek-Perseus/grc_perseus-ud-train.conllu",
+        "validation": "UD_Ancient_Greek-Perseus/grc_perseus-ud-dev.conllu",
+        "test": "UD_Ancient_Greek-Perseus/grc_perseus-ud-test.conllu",
     },
     "grc_proiel": {
-        "train": "UD_Ancient_Greek-PROIEL/r2.7/grc_proiel-ud-train.conllu",
-        "dev": "UD_Ancient_Greek-PROIEL/r2.7/grc_proiel-ud-dev.conllu",
-        "test": "UD_Ancient_Greek-PROIEL/r2.7/grc_proiel-ud-test.conllu",
-    },
-    "apu_ufpa": {
-        "test": "UD_Apurina-UFPA/r2.7/apu_ufpa-ud-test.conllu",
+        "train": "UD_Ancient_Greek-PROIEL/grc_proiel-ud-train.conllu",
+        "validation": "UD_Ancient_Greek-PROIEL/grc_proiel-ud-dev.conllu",
+        "test": "UD_Ancient_Greek-PROIEL/grc_proiel-ud-test.conllu",
     },
+    "apu_ufpa": {"test": "UD_Apurina-UFPA/apu_ufpa-ud-test.conllu",},
     "ar_nyuad": {
-        "train": "UD_Arabic-NYUAD/r2.7/ar_nyuad-ud-train.conllu",
-        "dev": "UD_Arabic-NYUAD/r2.7/ar_nyuad-ud-dev.conllu",
-        "test": "UD_Arabic-NYUAD/r2.7/ar_nyuad-ud-test.conllu",
+        "train": "UD_Arabic-NYUAD/ar_nyuad-ud-train.conllu",
+        "validation": "UD_Arabic-NYUAD/ar_nyuad-ud-dev.conllu",
+        "test": "UD_Arabic-NYUAD/ar_nyuad-ud-test.conllu",
     },
     "ar_padt": {
-        "train": "UD_Arabic-PADT/r2.7/ar_padt-ud-train.conllu",
-        "dev": "UD_Arabic-PADT/r2.7/ar_padt-ud-dev.conllu",
-        "test": "UD_Arabic-PADT/r2.7/ar_padt-ud-test.conllu",
-    },
-    "ar_pud": {
-        "test": "UD_Arabic-PUD/r2.7/ar_pud-ud-test.conllu",
+        "train": "UD_Arabic-PADT/ar_padt-ud-train.conllu",
+        "validation": "UD_Arabic-PADT/ar_padt-ud-dev.conllu",
+        "test": "UD_Arabic-PADT/ar_padt-ud-test.conllu",
     },
+    "ar_pud": {"test": "UD_Arabic-PUD/ar_pud-ud-test.conllu",},
     "hy_armtdp": {
-        "train": "UD_Armenian-ArmTDP/r2.7/hy_armtdp-ud-train.conllu",
-        "dev": "UD_Armenian-ArmTDP/r2.7/hy_armtdp-ud-dev.conllu",
-        "test": "UD_Armenian-ArmTDP/r2.7/hy_armtdp-ud-test.conllu",
-    },
-    "aii_as": {
-        "test": "UD_Assyrian-AS/r2.7/aii_as-ud-test.conllu",
-    },
-    "bm_crb": {
-        "test": "UD_Bambara-CRB/r2.7/bm_crb-ud-test.conllu",
+        "train": "UD_Armenian-ArmTDP/hy_armtdp-ud-train.conllu",
+        "validation": "UD_Armenian-ArmTDP/hy_armtdp-ud-dev.conllu",
+        "test": "UD_Armenian-ArmTDP/hy_armtdp-ud-test.conllu",
     },
+    "aii_as": {"test": "UD_Assyrian-AS/aii_as-ud-test.conllu",},
+    "bm_crb": {"test": "UD_Bambara-CRB/bm_crb-ud-test.conllu",},
     "eu_bdt": {
-        "train": "UD_Basque-BDT/r2.7/eu_bdt-ud-train.conllu",
-        "dev": "UD_Basque-BDT/r2.7/eu_bdt-ud-dev.conllu",
-        "test": "UD_Basque-BDT/r2.7/eu_bdt-ud-test.conllu",
+        "train": "UD_Basque-BDT/eu_bdt-ud-train.conllu",
+        "validation": "UD_Basque-BDT/eu_bdt-ud-dev.conllu",
+        "test": "UD_Basque-BDT/eu_bdt-ud-test.conllu",
     },
     "be_hse": {
-        "train": "UD_Belarusian-HSE/r2.7/be_hse-ud-train.conllu",
-        "dev": "UD_Belarusian-HSE/r2.7/be_hse-ud-dev.conllu",
-        "test": "UD_Belarusian-HSE/r2.7/be_hse-ud-test.conllu",
-    },
-    "bho_bhtb": {
-        "test": "UD_Bhojpuri-BHTB/r2.7/bho_bhtb-ud-test.conllu",
-    },
-    "br_keb": {
-        "test": "UD_Breton-KEB/r2.7/br_keb-ud-test.conllu",
+        "train": "UD_Belarusian-HSE/be_hse-ud-train.conllu",
+        "validation": "UD_Belarusian-HSE/be_hse-ud-dev.conllu",
+        "test": "UD_Belarusian-HSE/be_hse-ud-test.conllu",
     },
+    "bho_bhtb": {"test": "UD_Bhojpuri-BHTB/bho_bhtb-ud-test.conllu",},
+    "br_keb": {"test": "UD_Breton-KEB/br_keb-ud-test.conllu",},
     "bg_btb": {
-        "train": "UD_Bulgarian-BTB/r2.7/bg_btb-ud-train.conllu",
-        "dev": "UD_Bulgarian-BTB/r2.7/bg_btb-ud-dev.conllu",
-        "test": "UD_Bulgarian-BTB/r2.7/bg_btb-ud-test.conllu",
-    },
-    "bxr_bdt": {
-        "train": "UD_Buryat-BDT/r2.7/bxr_bdt-ud-train.conllu",
-        "test": "UD_Buryat-BDT/r2.7/bxr_bdt-ud-test.conllu",
-    },
-    "yue_hk": {
-        "test": "UD_Cantonese-HK/r2.7/yue_hk-ud-test.conllu",
+        "train": "UD_Bulgarian-BTB/bg_btb-ud-train.conllu",
+        "validation": "UD_Bulgarian-BTB/bg_btb-ud-dev.conllu",
+        "test": "UD_Bulgarian-BTB/bg_btb-ud-test.conllu",
     },
+    "bxr_bdt": {"train": "UD_Buryat-BDT/bxr_bdt-ud-train.conllu", "test": "UD_Buryat-BDT/bxr_bdt-ud-test.conllu",},
+    "yue_hk": {"test": "UD_Cantonese-HK/yue_hk-ud-test.conllu",},
     "ca_ancora": {
-        "train": "UD_Catalan-AnCora/r2.7/ca_ancora-ud-train.conllu",
-        "dev": "UD_Catalan-AnCora/r2.7/ca_ancora-ud-dev.conllu",
-        "test": "UD_Catalan-AnCora/r2.7/ca_ancora-ud-test.conllu",
-    },
-    "zh_cfl": {
-        "test": "UD_Chinese-CFL/r2.7/zh_cfl-ud-test.conllu",
+        "train": "UD_Catalan-AnCora/ca_ancora-ud-train.conllu",
+        "validation": "UD_Catalan-AnCora/ca_ancora-ud-dev.conllu",
+        "test": "UD_Catalan-AnCora/ca_ancora-ud-test.conllu",
     },
+    "zh_cfl": {"test": "UD_Chinese-CFL/zh_cfl-ud-test.conllu",},
     "zh_gsd": {
-        "train": "UD_Chinese-GSD/r2.7/zh_gsd-ud-train.conllu",
-        "dev": "UD_Chinese-GSD/r2.7/zh_gsd-ud-dev.conllu",
-        "test": "UD_Chinese-GSD/r2.7/zh_gsd-ud-test.conllu",
+        "train": "UD_Chinese-GSD/zh_gsd-ud-train.conllu",
+        "validation": "UD_Chinese-GSD/zh_gsd-ud-dev.conllu",
+        "test": "UD_Chinese-GSD/zh_gsd-ud-test.conllu",
     },
     "zh_gsdsimp": {
-        "train": "UD_Chinese-GSDSimp/r2.7/zh_gsdsimp-ud-train.conllu",
-        "dev": "UD_Chinese-GSDSimp/r2.7/zh_gsdsimp-ud-dev.conllu",
-        "test": "UD_Chinese-GSDSimp/r2.7/zh_gsdsimp-ud-test.conllu",
-    },
-    "zh_hk": {
-        "test": "UD_Chinese-HK/r2.7/zh_hk-ud-test.conllu",
-    },
-    "zh_pud": {
-        "test": "UD_Chinese-PUD/r2.7/zh_pud-ud-test.conllu",
-    },
-    "ckt_hse": {
-        "test": "UD_Chukchi-HSE/r2.7/ckt_hse-ud-test.conllu",
+        "train": "UD_Chinese-GSDSimp/zh_gsdsimp-ud-train.conllu",
+        "validation": "UD_Chinese-GSDSimp/zh_gsdsimp-ud-dev.conllu",
+        "test": "UD_Chinese-GSDSimp/zh_gsdsimp-ud-test.conllu",
     },
+    "zh_hk": {"test": "UD_Chinese-HK/zh_hk-ud-test.conllu",},
+    "zh_pud": {"test": "UD_Chinese-PUD/zh_pud-ud-test.conllu",},
+    "ckt_hse": {"test": "UD_Chukchi-HSE/ckt_hse-ud-test.conllu",},
     "lzh_kyoto": {
-        "train": "UD_Classical_Chinese-Kyoto/r2.7/lzh_kyoto-ud-train.conllu",
-        "dev": "UD_Classical_Chinese-Kyoto/r2.7/lzh_kyoto-ud-dev.conllu",
-        "test": "UD_Classical_Chinese-Kyoto/r2.7/lzh_kyoto-ud-test.conllu",
+        "train": "UD_Classical_Chinese-Kyoto/lzh_kyoto-ud-train.conllu",
+        "validation": "UD_Classical_Chinese-Kyoto/lzh_kyoto-ud-dev.conllu",
+        "test": "UD_Classical_Chinese-Kyoto/lzh_kyoto-ud-test.conllu",
     },
     "cop_scriptorium": {
-        "train": "UD_Coptic-Scriptorium/r2.7/cop_scriptorium-ud-train.conllu",
-        "dev": "UD_Coptic-Scriptorium/r2.7/cop_scriptorium-ud-dev.conllu",
-        "test": "UD_Coptic-Scriptorium/r2.7/cop_scriptorium-ud-test.conllu",
+        "train": "UD_Coptic-Scriptorium/cop_scriptorium-ud-train.conllu",
+        "validation": "UD_Coptic-Scriptorium/cop_scriptorium-ud-dev.conllu",
+        "test": "UD_Coptic-Scriptorium/cop_scriptorium-ud-test.conllu",
     },
     "hr_set": {
-        "train": "UD_Croatian-SET/r2.7/hr_set-ud-train.conllu",
-        "dev": "UD_Croatian-SET/r2.7/hr_set-ud-dev.conllu",
-        "test": "UD_Croatian-SET/r2.7/hr_set-ud-test.conllu",
+        "train": "UD_Croatian-SET/hr_set-ud-train.conllu",
+        "validation": "UD_Croatian-SET/hr_set-ud-dev.conllu",
+        "test": "UD_Croatian-SET/hr_set-ud-test.conllu",
     },
     "cs_cac": {
-        "train": "UD_Czech-CAC/r2.7/cs_cac-ud-train.conllu",
-        "dev": "UD_Czech-CAC/r2.7/cs_cac-ud-dev.conllu",
-        "test": "UD_Czech-CAC/r2.7/cs_cac-ud-test.conllu",
+        "train": "UD_Czech-CAC/cs_cac-ud-train.conllu",
+        "validation": "UD_Czech-CAC/cs_cac-ud-dev.conllu",
+        "test": "UD_Czech-CAC/cs_cac-ud-test.conllu",
     },
     "cs_cltt": {
-        "train": "UD_Czech-CLTT/r2.7/cs_cltt-ud-train.conllu",
-        "dev": "UD_Czech-CLTT/r2.7/cs_cltt-ud-dev.conllu",
-        "test": "UD_Czech-CLTT/r2.7/cs_cltt-ud-test.conllu",
+        "train": "UD_Czech-CLTT/cs_cltt-ud-train.conllu",
+        "validation": "UD_Czech-CLTT/cs_cltt-ud-dev.conllu",
+        "test": "UD_Czech-CLTT/cs_cltt-ud-test.conllu",
     },
     "cs_fictree": {
-        "train": "UD_Czech-FicTree/r2.7/cs_fictree-ud-train.conllu",
-        "dev": "UD_Czech-FicTree/r2.7/cs_fictree-ud-dev.conllu",
-        "test": "UD_Czech-FicTree/r2.7/cs_fictree-ud-test.conllu",
+        "train": "UD_Czech-FicTree/cs_fictree-ud-train.conllu",
+        "validation": "UD_Czech-FicTree/cs_fictree-ud-dev.conllu",
+        "test": "UD_Czech-FicTree/cs_fictree-ud-test.conllu",
     },
     "cs_pdt": {
-        "train": [
-            "UD_Czech-PDT/r2.7/cs_pdt-ud-train-l.conllu",
-            "UD_Czech-PDT/r2.7/cs_pdt-ud-train-m.conllu",
-            "UD_Czech-PDT/r2.7/cs_pdt-ud-train-c.conllu",
-            "UD_Czech-PDT/r2.7/cs_pdt-ud-train-v.conllu",
-        ],
-        "dev": "UD_Czech-PDT/r2.7/cs_pdt-ud-dev.conllu",
-        "test": "UD_Czech-PDT/r2.7/cs_pdt-ud-test.conllu",
-    },
-    "cs_pud": {
-        "test": "UD_Czech-PUD/r2.7/cs_pud-ud-test.conllu",
+        "train": "UD_Czech-PDT/cs_pdt-ud-train.conllu",
+        "validation": "UD_Czech-PDT/cs_pdt-ud-dev.conllu",
+        "test": "UD_Czech-PDT/cs_pdt-ud-test.conllu",
     },
+    "cs_pud": {"test": "UD_Czech-PUD/cs_pud-ud-test.conllu",},
     "da_ddt": {
-        "train": "UD_Danish-DDT/r2.7/da_ddt-ud-train.conllu",
-        "dev": "UD_Danish-DDT/r2.7/da_ddt-ud-dev.conllu",
-        "test": "UD_Danish-DDT/r2.7/da_ddt-ud-test.conllu",
+        "train": "UD_Danish-DDT/da_ddt-ud-train.conllu",
+        "validation": "UD_Danish-DDT/da_ddt-ud-dev.conllu",
+        "test": "UD_Danish-DDT/da_ddt-ud-test.conllu",
     },
     "nl_alpino": {
-        "train": "UD_Dutch-Alpino/r2.7/nl_alpino-ud-train.conllu",
-        "dev": "UD_Dutch-Alpino/r2.7/nl_alpino-ud-dev.conllu",
-        "test": "UD_Dutch-Alpino/r2.7/nl_alpino-ud-test.conllu",
+        "train": "UD_Dutch-Alpino/nl_alpino-ud-train.conllu",
+        "validation": "UD_Dutch-Alpino/nl_alpino-ud-dev.conllu",
+        "test": "UD_Dutch-Alpino/nl_alpino-ud-test.conllu",
     },
     "nl_lassysmall": {
-        "train": "UD_Dutch-LassySmall/r2.7/nl_lassysmall-ud-train.conllu",
-        "dev": "UD_Dutch-LassySmall/r2.7/nl_lassysmall-ud-dev.conllu",
-        "test": "UD_Dutch-LassySmall/r2.7/nl_lassysmall-ud-test.conllu",
+        "train": "UD_Dutch-LassySmall/nl_lassysmall-ud-train.conllu",
+        "validation": "UD_Dutch-LassySmall/nl_lassysmall-ud-dev.conllu",
+        "test": "UD_Dutch-LassySmall/nl_lassysmall-ud-test.conllu",
     },
     "en_esl": {
-        "train": "UD_English-ESL/r2.7/en_esl-ud-train.conllu",
-        "dev": "UD_English-ESL/r2.7/en_esl-ud-dev.conllu",
-        "test": "UD_English-ESL/r2.7/en_esl-ud-test.conllu",
+        "train": "UD_English-ESL/en_esl-ud-train.conllu",
+        "validation": "UD_English-ESL/en_esl-ud-dev.conllu",
+        "test": "UD_English-ESL/en_esl-ud-test.conllu",
     },
     "en_ewt": {
-        "train": "UD_English-EWT/r2.7/en_ewt-ud-train.conllu",
-        "dev": "UD_English-EWT/r2.7/en_ewt-ud-dev.conllu",
-        "test": "UD_English-EWT/r2.7/en_ewt-ud-test.conllu",
+        "train": "UD_English-EWT/en_ewt-ud-train.conllu",
+        "validation": "UD_English-EWT/en_ewt-ud-dev.conllu",
+        "test": "UD_English-EWT/en_ewt-ud-test.conllu",
     },
     "en_gum": {
-        "train": "UD_English-GUM/r2.7/en_gum-ud-train.conllu",
-        "dev": "UD_English-GUM/r2.7/en_gum-ud-dev.conllu",
-        "test": "UD_English-GUM/r2.7/en_gum-ud-test.conllu",
+        "train": "UD_English-GUM/en_gum-ud-train.conllu",
+        "validation": "UD_English-GUM/en_gum-ud-dev.conllu",
+        "test": "UD_English-GUM/en_gum-ud-test.conllu",
     },
     "en_gumreddit": {
-        "train": "UD_English-GUMReddit/r2.7/en_gumreddit-ud-train.conllu",
-        "dev": "UD_English-GUMReddit/r2.7/en_gumreddit-ud-dev.conllu",
-        "test": "UD_English-GUMReddit/r2.7/en_gumreddit-ud-test.conllu",
+        "train": "UD_English-GUMReddit/en_gumreddit-ud-train.conllu",
+        "validation": "UD_English-GUMReddit/en_gumreddit-ud-dev.conllu",
+        "test": "UD_English-GUMReddit/en_gumreddit-ud-test.conllu",
     },
     "en_lines": {
-        "train": "UD_English-LinES/r2.7/en_lines-ud-train.conllu",
-        "dev": "UD_English-LinES/r2.7/en_lines-ud-dev.conllu",
-        "test": "UD_English-LinES/r2.7/en_lines-ud-test.conllu",
+        "train": "UD_English-LinES/en_lines-ud-train.conllu",
+        "validation": "UD_English-LinES/en_lines-ud-dev.conllu",
+        "test": "UD_English-LinES/en_lines-ud-test.conllu",
     },
     "en_partut": {
-        "train": "UD_English-ParTUT/r2.7/en_partut-ud-train.conllu",
-        "dev": "UD_English-ParTUT/r2.7/en_partut-ud-dev.conllu",
-        "test": "UD_English-ParTUT/r2.7/en_partut-ud-test.conllu",
-    },
-    "en_pronouns": {
-        "test": "UD_English-Pronouns/r2.7/en_pronouns-ud-test.conllu",
-    },
-    "en_pud": {
-        "test": "UD_English-PUD/r2.7/en_pud-ud-test.conllu",
-    },
-    "myv_jr": {
-        "test": "UD_Erzya-JR/r2.7/myv_jr-ud-test.conllu",
+        "train": "UD_English-ParTUT/en_partut-ud-train.conllu",
+        "validation": "UD_English-ParTUT/en_partut-ud-dev.conllu",
+        "test": "UD_English-ParTUT/en_partut-ud-test.conllu",
     },
+    "en_pronouns": {"test": "UD_English-Pronouns/en_pronouns-ud-test.conllu",},
+    "en_pud": {"test": "UD_English-PUD/en_pud-ud-test.conllu",},
+    "myv_jr": {"test": "UD_Erzya-JR/myv_jr-ud-test.conllu",},
     "et_edt": {
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-    },
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     },
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-    },
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+        "validation": "UD_Russian-Taiga/ru_taiga-ud-dev.conllu",
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     },
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     "gd_arcosg": {
-        "train": "UD_Scottish_Gaelic-ARCOSG/r2.7/gd_arcosg-ud-train.conllu",
-        "dev": "UD_Scottish_Gaelic-ARCOSG/r2.7/gd_arcosg-ud-dev.conllu",
-        "test": "UD_Scottish_Gaelic-ARCOSG/r2.7/gd_arcosg-ud-test.conllu",
+        "train": "UD_Scottish_Gaelic-ARCOSG/gd_arcosg-ud-train.conllu",
+        "validation": "UD_Scottish_Gaelic-ARCOSG/gd_arcosg-ud-dev.conllu",
+        "test": "UD_Scottish_Gaelic-ARCOSG/gd_arcosg-ud-test.conllu",
     },
     "sr_set": {
-        "train": "UD_Serbian-SET/r2.7/sr_set-ud-train.conllu",
-        "dev": "UD_Serbian-SET/r2.7/sr_set-ud-dev.conllu",
-        "test": "UD_Serbian-SET/r2.7/sr_set-ud-test.conllu",
-    },
-    "sms_giellagas": {
-        "test": "UD_Skolt_Sami-Giellagas/r2.7/sms_giellagas-ud-test.conllu",
+        "train": "UD_Serbian-SET/sr_set-ud-train.conllu",
+        "validation": "UD_Serbian-SET/sr_set-ud-dev.conllu",
+        "test": "UD_Serbian-SET/sr_set-ud-test.conllu",
     },
+    "sms_giellagas": {"test": "UD_Skolt_Sami-Giellagas/sms_giellagas-ud-test.conllu",},
     "sk_snk": {
-        "train": "UD_Slovak-SNK/r2.7/sk_snk-ud-train.conllu",
-        "dev": "UD_Slovak-SNK/r2.7/sk_snk-ud-dev.conllu",
-        "test": "UD_Slovak-SNK/r2.7/sk_snk-ud-test.conllu",
+        "train": "UD_Slovak-SNK/sk_snk-ud-train.conllu",
+        "validation": "UD_Slovak-SNK/sk_snk-ud-dev.conllu",
+        "test": "UD_Slovak-SNK/sk_snk-ud-test.conllu",
     },
     "sl_ssj": {
-        "train": "UD_Slovenian-SSJ/r2.7/sl_ssj-ud-train.conllu",
-        "dev": "UD_Slovenian-SSJ/r2.7/sl_ssj-ud-dev.conllu",
-        "test": "UD_Slovenian-SSJ/r2.7/sl_ssj-ud-test.conllu",
-    },
-    "sl_sst": {
-        "train": "UD_Slovenian-SST/r2.7/sl_sst-ud-train.conllu",
-        "test": "UD_Slovenian-SST/r2.7/sl_sst-ud-test.conllu",
-    },
-    "soj_aha": {
-        "test": "UD_Soi-AHA/r2.7/soj_aha-ud-test.conllu",
-    },
-    "ajp_madar": {
-        "test": "UD_South_Levantine_Arabic-MADAR/r2.7/ajp_madar-ud-test.conllu",
+        "train": "UD_Slovenian-SSJ/sl_ssj-ud-train.conllu",
+        "validation": "UD_Slovenian-SSJ/sl_ssj-ud-dev.conllu",
+        "test": "UD_Slovenian-SSJ/sl_ssj-ud-test.conllu",
     },
+    "sl_sst": {"train": "UD_Slovenian-SST/sl_sst-ud-train.conllu", "test": "UD_Slovenian-SST/sl_sst-ud-test.conllu",},
+    "soj_aha": {"test": "UD_Soi-AHA/soj_aha-ud-test.conllu",},
+    "ajp_madar": {"test": "UD_South_Levantine_Arabic-MADAR/ajp_madar-ud-test.conllu",},
     "es_ancora": {
-        "train": "UD_Spanish-AnCora/r2.7/es_ancora-ud-train.conllu",
-        "dev": "UD_Spanish-AnCora/r2.7/es_ancora-ud-dev.conllu",
-        "test": "UD_Spanish-AnCora/r2.7/es_ancora-ud-test.conllu",
+        "train": "UD_Spanish-AnCora/es_ancora-ud-train.conllu",
+        "validation": "UD_Spanish-AnCora/es_ancora-ud-dev.conllu",
+        "test": "UD_Spanish-AnCora/es_ancora-ud-test.conllu",
     },
     "es_gsd": {
-        "train": "UD_Spanish-GSD/r2.7/es_gsd-ud-train.conllu",
-        "dev": "UD_Spanish-GSD/r2.7/es_gsd-ud-dev.conllu",
-        "test": "UD_Spanish-GSD/r2.7/es_gsd-ud-test.conllu",
-    },
-    "es_pud": {
-        "test": "UD_Spanish-PUD/r2.7/es_pud-ud-test.conllu",
+        "train": "UD_Spanish-GSD/es_gsd-ud-train.conllu",
+        "validation": "UD_Spanish-GSD/es_gsd-ud-dev.conllu",
+        "test": "UD_Spanish-GSD/es_gsd-ud-test.conllu",
     },
+    "es_pud": {"test": "UD_Spanish-PUD/es_pud-ud-test.conllu",},
     "swl_sslc": {
-        "train": "UD_Swedish_Sign_Language-SSLC/r2.7/swl_sslc-ud-train.conllu",
-        "dev": "UD_Swedish_Sign_Language-SSLC/r2.7/swl_sslc-ud-dev.conllu",
-        "test": "UD_Swedish_Sign_Language-SSLC/r2.7/swl_sslc-ud-test.conllu",
+        "train": "UD_Swedish_Sign_Language-SSLC/swl_sslc-ud-train.conllu",
+        "validation": "UD_Swedish_Sign_Language-SSLC/swl_sslc-ud-dev.conllu",
+        "test": "UD_Swedish_Sign_Language-SSLC/swl_sslc-ud-test.conllu",
     },
     "sv_lines": {
-        "train": "UD_Swedish-LinES/r2.7/sv_lines-ud-train.conllu",
-        "dev": "UD_Swedish-LinES/r2.7/sv_lines-ud-dev.conllu",
-        "test": "UD_Swedish-LinES/r2.7/sv_lines-ud-test.conllu",
-    },
-    "sv_pud": {
-        "test": "UD_Swedish-PUD/r2.7/sv_pud-ud-test.conllu",
+        "train": "UD_Swedish-LinES/sv_lines-ud-train.conllu",
+        "validation": "UD_Swedish-LinES/sv_lines-ud-dev.conllu",
+        "test": "UD_Swedish-LinES/sv_lines-ud-test.conllu",
     },
+    "sv_pud": {"test": "UD_Swedish-PUD/sv_pud-ud-test.conllu",},
     "sv_talbanken": {
-        "train": "UD_Swedish-Talbanken/r2.7/sv_talbanken-ud-train.conllu",
-        "dev": "UD_Swedish-Talbanken/r2.7/sv_talbanken-ud-dev.conllu",
-        "test": "UD_Swedish-Talbanken/r2.7/sv_talbanken-ud-test.conllu",
-    },
-    "gsw_uzh": {
-        "test": "UD_Swiss_German-UZH/r2.7/gsw_uzh-ud-test.conllu",
-    },
-    "tl_trg": {
-        "test": "UD_Tagalog-TRG/r2.7/tl_trg-ud-test.conllu",
-    },
-    "tl_ugnayan": {
-        "test": "UD_Tagalog-Ugnayan/r2.7/tl_ugnayan-ud-test.conllu",
-    },
-    "ta_mwtt": {
-        "test": "UD_Tamil-MWTT/r2.7/ta_mwtt-ud-test.conllu",
-    },
+        "train": "UD_Swedish-Talbanken/sv_talbanken-ud-train.conllu",
+        "validation": "UD_Swedish-Talbanken/sv_talbanken-ud-dev.conllu",
+        "test": "UD_Swedish-Talbanken/sv_talbanken-ud-test.conllu",
+    },
+    "gsw_uzh": {"test": "UD_Swiss_German-UZH/gsw_uzh-ud-test.conllu",},
+    "tl_trg": {"test": "UD_Tagalog-TRG/tl_trg-ud-test.conllu",},
+    "tl_ugnayan": {"test": "UD_Tagalog-Ugnayan/tl_ugnayan-ud-test.conllu",},
+    "ta_mwtt": {"test": "UD_Tamil-MWTT/ta_mwtt-ud-test.conllu",},
     "ta_ttb": {
-        "train": "UD_Tamil-TTB/r2.7/ta_ttb-ud-train.conllu",
-        "dev": "UD_Tamil-TTB/r2.7/ta_ttb-ud-dev.conllu",
-        "test": "UD_Tamil-TTB/r2.7/ta_ttb-ud-test.conllu",
+        "train": "UD_Tamil-TTB/ta_ttb-ud-train.conllu",
+        "validation": "UD_Tamil-TTB/ta_ttb-ud-dev.conllu",
+        "test": "UD_Tamil-TTB/ta_ttb-ud-test.conllu",
     },
     "te_mtg": {
-        "train": "UD_Telugu-MTG/r2.7/te_mtg-ud-train.conllu",
-        "dev": "UD_Telugu-MTG/r2.7/te_mtg-ud-dev.conllu",
-        "test": "UD_Telugu-MTG/r2.7/te_mtg-ud-test.conllu",
-    },
-    "th_pud": {
-        "test": "UD_Thai-PUD/r2.7/th_pud-ud-test.conllu",
-    },
-    "tpn_tudet": {
-        "test": "UD_Tupinamba-TuDeT/r2.7/tpn_tudet-ud-test.conllu",
+        "train": "UD_Telugu-MTG/te_mtg-ud-train.conllu",
+        "validation": "UD_Telugu-MTG/te_mtg-ud-dev.conllu",
+        "test": "UD_Telugu-MTG/te_mtg-ud-test.conllu",
     },
+    "th_pud": {"test": "UD_Thai-PUD/th_pud-ud-test.conllu",},
+    "tpn_tudet": {"test": "UD_Tupinamba-TuDeT/tpn_tudet-ud-test.conllu",},
     "qtd_sagt": {
-        "train": "UD_Turkish_German-SAGT/r2.7/qtd_sagt-ud-train.conllu",
-        "dev": "UD_Turkish_German-SAGT/r2.7/qtd_sagt-ud-dev.conllu",
-        "test": "UD_Turkish_German-SAGT/r2.7/qtd_sagt-ud-test.conllu",
+        "train": "UD_Turkish_German-SAGT/qtd_sagt-ud-train.conllu",
+        "validation": "UD_Turkish_German-SAGT/qtd_sagt-ud-dev.conllu",
+        "test": "UD_Turkish_German-SAGT/qtd_sagt-ud-test.conllu",
     },
     "tr_boun": {
-        "train": "UD_Turkish-BOUN/r2.7/tr_boun-ud-train.conllu",
-        "dev": "UD_Turkish-BOUN/r2.7/tr_boun-ud-dev.conllu",
-        "test": "UD_Turkish-BOUN/r2.7/tr_boun-ud-test.conllu",
-    },
-    "tr_gb": {
-        "test": "UD_Turkish-GB/r2.7/tr_gb-ud-test.conllu",
+        "train": "UD_Turkish-BOUN/tr_boun-ud-train.conllu",
+        "validation": "UD_Turkish-BOUN/tr_boun-ud-dev.conllu",
+        "test": "UD_Turkish-BOUN/tr_boun-ud-test.conllu",
     },
+    "tr_gb": {"test": "UD_Turkish-GB/tr_gb-ud-test.conllu",},
     "tr_imst": {
-        "train": "UD_Turkish-IMST/r2.7/tr_imst-ud-train.conllu",
-        "dev": "UD_Turkish-IMST/r2.7/tr_imst-ud-dev.conllu",
-        "test": "UD_Turkish-IMST/r2.7/tr_imst-ud-test.conllu",
-    },
-    "tr_pud": {
-        "test": "UD_Turkish-PUD/r2.7/tr_pud-ud-test.conllu",
+        "train": "UD_Turkish-IMST/tr_imst-ud-train.conllu",
+        "validation": "UD_Turkish-IMST/tr_imst-ud-dev.conllu",
+        "test": "UD_Turkish-IMST/tr_imst-ud-test.conllu",
     },
+    "tr_pud": {"test": "UD_Turkish-PUD/tr_pud-ud-test.conllu",},
     "uk_iu": {
-        "train": "UD_Ukrainian-IU/r2.7/uk_iu-ud-train.conllu",
-        "dev": "UD_Ukrainian-IU/r2.7/uk_iu-ud-dev.conllu",
-        "test": "UD_Ukrainian-IU/r2.7/uk_iu-ud-test.conllu",
+        "train": "UD_Ukrainian-IU/uk_iu-ud-train.conllu",
+        "validation": "UD_Ukrainian-IU/uk_iu-ud-dev.conllu",
+        "test": "UD_Ukrainian-IU/uk_iu-ud-test.conllu",
     },
     "hsb_ufal": {
-        "train": "UD_Upper_Sorbian-UFAL/r2.7/hsb_ufal-ud-train.conllu",
-        "test": "UD_Upper_Sorbian-UFAL/r2.7/hsb_ufal-ud-test.conllu",
+        "train": "UD_Upper_Sorbian-UFAL/hsb_ufal-ud-train.conllu",
+        "test": "UD_Upper_Sorbian-UFAL/hsb_ufal-ud-test.conllu",
     },
     "ur_udtb": {
-        "train": "UD_Urdu-UDTB/r2.7/ur_udtb-ud-train.conllu",
-        "dev": "UD_Urdu-UDTB/r2.7/ur_udtb-ud-dev.conllu",
-        "test": "UD_Urdu-UDTB/r2.7/ur_udtb-ud-test.conllu",
+        "train": "UD_Urdu-UDTB/ur_udtb-ud-train.conllu",
+        "validation": "UD_Urdu-UDTB/ur_udtb-ud-dev.conllu",
+        "test": "UD_Urdu-UDTB/ur_udtb-ud-test.conllu",
     },
     "ug_udt": {
-        "train": "UD_Uyghur-UDT/r2.7/ug_udt-ud-train.conllu",
-        "dev": "UD_Uyghur-UDT/r2.7/ug_udt-ud-dev.conllu",
-        "test": "UD_Uyghur-UDT/r2.7/ug_udt-ud-test.conllu",
+        "train": "UD_Uyghur-UDT/ug_udt-ud-train.conllu",
+        "validation": "UD_Uyghur-UDT/ug_udt-ud-dev.conllu",
+        "test": "UD_Uyghur-UDT/ug_udt-ud-test.conllu",
     },
     "vi_vtb": {
-        "train": "UD_Vietnamese-VTB/r2.7/vi_vtb-ud-train.conllu",
-        "dev": "UD_Vietnamese-VTB/r2.7/vi_vtb-ud-dev.conllu",
-        "test": "UD_Vietnamese-VTB/r2.7/vi_vtb-ud-test.conllu",
-    },
-    "wbp_ufal": {
-        "test": "UD_Warlpiri-UFAL/r2.7/wbp_ufal-ud-test.conllu",
-    },
-    "cy_ccg": {
-        "train": "UD_Welsh-CCG/r2.7/cy_ccg-ud-train.conllu",
-        "test": "UD_Welsh-CCG/r2.7/cy_ccg-ud-test.conllu",
+        "train": "UD_Vietnamese-VTB/vi_vtb-ud-train.conllu",
+        "validation": "UD_Vietnamese-VTB/vi_vtb-ud-dev.conllu",
+        "test": "UD_Vietnamese-VTB/vi_vtb-ud-test.conllu",
     },
+    "wbp_ufal": {"test": "UD_Warlpiri-UFAL/wbp_ufal-ud-test.conllu",},
+    "cy_ccg": {"train": "UD_Welsh-CCG/cy_ccg-ud-train.conllu", "test": "UD_Welsh-CCG/cy_ccg-ud-test.conllu",},
     "wo_wtb": {
-        "train": "UD_Wolof-WTB/r2.7/wo_wtb-ud-train.conllu",
-        "dev": "UD_Wolof-WTB/r2.7/wo_wtb-ud-dev.conllu",
-        "test": "UD_Wolof-WTB/r2.7/wo_wtb-ud-test.conllu",
-    },
-    "yo_ytb": {
-        "test": "UD_Yoruba-YTB/r2.7/yo_ytb-ud-test.conllu",
+        "train": "UD_Wolof-WTB/wo_wtb-ud-train.conllu",
+        "validation": "UD_Wolof-WTB/wo_wtb-ud-dev.conllu",
+        "test": "UD_Wolof-WTB/wo_wtb-ud-test.conllu",
     },
+    "yo_ytb": {"test": "UD_Yoruba-YTB/yo_ytb-ud-test.conllu",},
 }
 
 
@@ -1247,66 +1093,44 @@ class UniversalDependencies(datasets.GeneratorBasedBuilder):
 
     def _split_generators(self, dl_manager):
         """Returns SplitGenerators."""
-        urls_to_download = {}
-        for split, address in _UD_DATASETS[self.config.name].items():
-            urls_to_download[split] = []
-            if isinstance(address, list):
-                for add in address:
-                    urls_to_download[split].append(_PREFIX + add)
-            else:
-                urls_to_download[split].append(_PREFIX + address)
-
-        downloaded_files = dl_manager.download_and_extract(urls_to_download)
-        splits = []
-
-        if "train" in downloaded_files:
-            splits.append(
-                datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_files["train"]})
-            )
-
-        if "dev" in downloaded_files:
-            splits.append(
-                datasets.SplitGenerator(
-                    name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_files["dev"]}
-                )
-            )
-
-        if "test" in downloaded_files:
-            splits.append(
-                datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test"]})
-            )
-
-        return splits
+        data_dir = dl_manager.download_and_extract(_DATA_URL)
+        filepaths = {
+            split: os.path.join(data_dir, "ud-treebanks-v2.7", path)
+            for split, path in _UD_DATASETS[self.config.name].items()
+        }
+        return [
+            datasets.SplitGenerator(name=datasets.Split(split), gen_kwargs={"filepath": filepaths[split]})
+            for split in filepaths
+        ]
 
     def _generate_examples(self, filepath):
-        id = 0
-        for path in filepath:
-            with open(path, "r", encoding="utf-8") as data_file:
-                tokenlist = list(conllu.parse_incr(data_file))
-                for sent in tokenlist:
-                    if "sent_id" in sent.metadata:
-                        idx = sent.metadata["sent_id"]
-                    else:
-                        idx = id
+        id_ = 0
+        with open(filepath, "r", encoding="utf-8") as data_file:
+            tokenlist = list(conllu.parse_incr(data_file))
+            for sent in tokenlist:
+                if "sent_id" in sent.metadata:
+                    idx = sent.metadata["sent_id"]
+                else:
+                    idx = id_
 
-                    tokens = [token["form"] for token in sent]
+                tokens = [token["form"] for token in sent]
 
-                    if "text" in sent.metadata:
-                        txt = sent.metadata["text"]
-                    else:
-                        txt = " ".join(tokens)
+                if "text" in sent.metadata:
+                    txt = sent.metadata["text"]
+                else:
+                    txt = " ".join(tokens)
 
-                    yield id, {
-                        "idx": str(idx),
-                        "text": txt,
-                        "tokens": [token["form"] for token in sent],
-                        "lemmas": [token["lemma"] for token in sent],
-                        "upos": [token["upos"] for token in sent],
-                        "xpos": [token["xpos"] for token in sent],
-                        "feats": [str(token["feats"]) for token in sent],
-                        "head": [str(token["head"]) for token in sent],
-                        "deprel": [str(token["deprel"]) for token in sent],
-                        "deps": [str(token["deps"]) for token in sent],
-                        "misc": [str(token["misc"]) for token in sent],
-                    }
-                    id += 1
+                yield id_, {
+                    "idx": str(idx),
+                    "text": txt,
+                    "tokens": [token["form"] for token in sent],
+                    "lemmas": [token["lemma"] for token in sent],
+                    "upos": [token["upos"] for token in sent],
+                    "xpos": [token["xpos"] for token in sent],
+                    "feats": [str(token["feats"]) for token in sent],
+                    "head": [str(token["head"]) for token in sent],
+                    "deprel": [str(token["deprel"]) for token in sent],
+                    "deps": [str(token["deps"]) for token in sent],
+                    "misc": [str(token["misc"]) for token in sent],
+                }
+                id_ += 1