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Add multilingual to the language tag (#1)
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metadata
language:
  - is
  - en
  - multilingual
tags:
  - icelandic
  - qa
datasets:
  - ic3
  - igc
metrics:
  - em
  - f1
widget:
  - text: Hverrar tr�ar var Halld�r Laxness ?
    context: >-
      Halld�r Kiljan Laxness was born in 1902 in Reykjavik , the capital of
      Iceland , but spent his youth in the country . From the age of seventeen
      on , he travelled and lived abroad , chiefly on the European continent .
      He was influenced by expressionism and other modern currents in Germany
      and France . In the mid-twenties he was converted to Catholicism ; his
      spiritual experiences are reflected in several books of an
      autobiographical nature , chiefly Undir Helgahn�k ( Under the Holy
      Mountain ) , 1924 . In 1927 , he published his first important novel ,
      Vefarinn mikli fr� Kasm�r ( The Great Weaver from Kashmir ) . Laxness�s
      religious period did not last long ; during a visit to America he became
      attracted to socialism . Al�ydub�kin ( The Book of the People ) , 1929 ,
      is evidence of a change toward a socialist outlook . In 1930 , Laxness
      settled in Iceland . Laxness�s main achievement consists of three novel
      cycles written during the thirties , dealing with the people of Iceland .
      �� v�nvi�ur hreini , 1931 , and Fuglinn � fj�runni , 1932 , ( both
      translated as Salka Valka ) , tell the story of a poor fisher girl ;
      Sj�lfst�tt f�lk ( Independent People ) , 1934 - 35 , treats the fortunes
      of small farmers , whereas the tetralogy Lj�s heimsins ( The Light of the
      World ) , 1937 - 40 , has as its hero an Icelandic folk poet . Laxness�s
      later works are frequently historical and influenced by the saga tradition
      : �slandsklukkan ( The Bell of Iceland ) , 1943 - 46 , Gerpla ( The Happy
      Warriors ) , 1952 , and Parad�sarheimt ( Paradise Reclaimed ) , 1960 .
      Laxness is also the author of the topical and sharply polemical At�mst��in
      ( The Atom Station ) , 1948 .

XLMr-ENIS-QA-IsQ-EnA

Model description

This is an Icelandic reading comprehension Q&A model.

Intended uses & limitations

This model is part of my MSc thesis about Q&A for Icelandic.

How to use

from transformers import AutoTokenizer, AutoModelForQuestionAnswering
  
tokenizer = AutoTokenizer.from_pretrained("vesteinn/IceBERT-QA")

model = AutoModelForQuestionAnswering.from_pretrained("vesteinn/IceBERT-QA")

Limitations and bias

Training data

Translated English datasets were used along with the Natural Questions in Icelandic dataset.

Training procedure

Eval results

BibTeX entry and citation info