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• Biaffine-based UD Parser 22.10

  2 resources

  ENGLISH: This Universal Dependencies parser for Icelandic was trained with Diaparser [1] on IcePaHC [2] and UD_Icelandic-Modern [3], the latter one having been revised before training, as some duplicate sentences had to be removed. The parser utilizes information from an ELECTRA language model [4]. Its UAS (unlabeled attachment score) is 89.52 and its LAS (labeled attachment score) is 86.23.

  Use "Biaffine-based UD Parser 22.10"

• COMBO-based UD Parser 22.10

  1 resources

  ENGLISH: This Universal Dependencies parser for Icelandic was trained with COMBO on IcePaHC and UD_Icelandic-Modern, the latter one having been revised before training, as some duplicate sentences had to be removed. It utilizes information from an ELECTRA language model (https://huggingface.co/jonfd/electra-base-igc-is). Its UAS (unlabeled attachment score) is 89.13 and its LAS (labeled attachment score) is 85.97.

  Use "COMBO-based UD Parser 22.10"

• COMBO-based UD Parser for Icelandic 22.12

  6 resources

  ENGLISH: This Universal Dependencies parser for Icelandic was trained with COMBO [1]. This version of it was trained on v2.11 of UD_Icelandic-IcePaHC [2] and UD_Icelandic-Modern [3]. (Note that texts in UD_Icelandic-Modern [3] labeled RUV_TGS_2017 and RUV_ESP_2017 were not included here as these were originally parsed with COMBO-based UD Parser 22.10 [4] and the output subsequently corrected.) The parser utilizes information from an ELECTRA language model [4]. Its UAS (unlabeled attachment score) is 88.80 (89.00 on a pre-tokenized text file) and its LAS (labeled attachment score) is 85.52 (85.71 if pre-tokenized).   ICELANDIC: Þessi UD-þáttari var þjálfaður með COMBO [1]. Hann var þjálfaður á útgáfu 2.11 af UD_Icelandic-IcePaHC [2] og UD_Icelandic-Modern [3]. (Ath. að textar í UD_Icelandic-Modern [3] merktir RUV_TGS_2017 og RUV_ESP_2017 voru ekki notaðir við þjálfunina þar sem þeir voru upphaflega þáttaðir með COMBO-based UD Parser 22.10 [4] og úttakið leiðrétt að því loknu.) Þáttarinn nýtir sér upplýsingar úr ELECTRA-mállíkani [5]. Hann skorar 88.80 (89.00 á fortókuðu skjali) á UAS (unlabeled attachment score) og 85.52 (85.71 á fortókuðu skjali) á LAS (labeled attachment score). [1] COMBO: https://gitlab.clarin-pl.eu/syntactic-tools/combo/  [2] UD_Icelandic-IcePaHC: https://github.com/UniversalDependencies/UD_Icelandic-IcePaHC/  [3] UD_Icelandic-Modern: https://github.com/UniversalDependencies/UD_Icelandic-Modern/  [4] COMBO-based UD Parser 22.10: http://hdl.handle.net/20.500.12537/272 [5] electra-base-igc-is: https://huggingface.co/jonfd/electra-base-igc-is

  Use "COMBO-based UD Parser for Icelandic 22.12"

• Biaffine-based UD Parser for Icelandic 22.12

  6 resources

  ENGLISH: This Universal Dependencies parser for Icelandic was trained with Diaparser [1]. This version of it was trained on v2.11 of UD_Icelandic-IcePaHC [2] and UD_Icelandic-Modern [3]. (Note that texts in UD_Icelandic-Modern [3] labeled RUV_TGS_2017 and RUV_ESP_2017 were not included here as these were originally parsed with COMBO-based UD Parser 22.10 [4] and the output subsequently corrected.) The parser utilizes information from an ELECTRA language model [5]. Its UAS (unlabeled attachment score) is 89.58 and its LAS (labeled attachment score) is 86.46.   ICELANDIC: Þessi UD-þáttari var þjálfaður með Diaparser [1]. Þessi útgáfa hans var þjálfuð á útgáfu 2.11 af UD_Icelandic-IcePaHC [2] og UD_Icelandic-Modern [3]. (Ath. að textar í UD_Icelandic-Modern [3] merktir RUV_TGS_2017 og RUV_ESP_2017 voru ekki notaðir við þjálfunina þar sem þeir voru upphaflega þáttaðir með COMBO-based UD Parser 22.10 [4] og úttakið leiðrétt að því loknu.) Þáttarinn nýtir sér upplýsingar úr ELECTRA-mállíkani [5]. Hann skorar 89.58 á UAS (unlabeled attachment score) og 86.46 á LAS (labeled attachment score). [1] Diaparser: https://github.com/Unipisa/diaparser  [2] UD_Icelandic-IcePaHC: https://github.com/UniversalDependencies/UD_Icelandic-IcePaHC/  [3] UD_Icelandic-Modern: https://github.com/UniversalDependencies/UD_Icelandic-Modern/  [4] COMBO-based UD Parser 22.10: http://hdl.handle.net/20.500.12537/272 [5] electra-base-igc-is: https://huggingface.co/jonfd/electra-base-igc-is

  Use "Biaffine-based UD Parser for Icelandic 22.12"