Biaffine-based UD Parser for Icelandic 22.12

 
Clarin IS Repository
  Authors
Jasonarson, Atli ; Steingrímsson, Steinþór ; Sigurðsson, Einar Freyr and Daðason, Jón Friðrik
  Item identifier
http://hdl.handle.net/20.500.12537/302
 Date issued
2022-12-01
 Type
toolService
 Language(s)
Icelandic
 Description
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
 Publisher
The Árni Magnússon Institute for Icelandic Studies
 Acknowledgement

Ministry of Education, Science and Culture (Mennta- og menningamálaráðuneytið)

Project code: I5 – Parsers

Project name: Language Technology for Icelandic 2019-2023

 Subject(s)
universal dependencies parsing
 Collection(s)
Clarin IS
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Usage example
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diaparser==1.1.2
Tokenizer==3.4.2 . . .
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Komið þið sæl.
Þetta skjal er ætlað til að sýna hvernig þáttarinn virkar.
Njótið dagsins. . . .
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The transformer model
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  • transformer_models
    • electra-base-igc-is
      • config.json466 B
      • README.md666 B
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