Team-PIXEL/pixel-base-finetuned-korquadv1
Question Answering
β’
Updated
β’
51
Error code: ClientConnectionError
KorQuAD 1.0 is a large-scale question-and-answer dataset constructed for Korean machine reading comprehension, and investigate the dataset to understand the distribution of answers and the types of reasoning required to answer the question. This dataset benchmarks the data generating process of SQuAD v1.0 to meet the standard.
question-answering
Korean
Follows the standars SQuAD format.
An example from the data set looks as follows:
{'answers': {'answer_start': [54], 'text': ['κ΅ν₯곑']},
'context': '1839λ
λ°κ·Έλλ κ΄΄ν
μ νμ°μ€νΈμ μ²μ μ½κ³ κ·Έ λ΄μ©μ λ§μμ΄ λλ € μ΄λ₯Ό μμ¬λ‘ ν΄μ νλμ κ΅ν₯곑μ μ°λ €λ λ»μ κ°λλ€. μ΄ μκΈ° λ°κ·Έλλ 1838λ
μ λΉ λ
μ΄μΌλ‘ μ°μ μμ μ λ€ κ±²μ μν©μ΄λΌ μ’μ κ³Ό μ€λ§μ κ°λνμΌλ©° λ©νΌμ€ν ν λ μ€λ₯Ό λ§λλ νμ°μ€νΈμ μ¬κ²½μ 곡κ°νλ€κ³ νλ€. λν ν리μμ μλΈλ€ν¬μ μ§νλ‘ ν리 μμ
μ κ΄νμ
λ¨μ΄ μ°μ£Όνλ λ² ν λ²€μ κ΅ν₯곑 9λ²μ λ£κ³ κΉμ κ°λͺ
μ λ°μλλ°, μ΄κ²μ΄ μ΄λ¬ν΄ 1μμ νμ°μ€νΈμ μ곑μΌλ‘ μ°μ¬μ§ μ΄ μνμ μ‘°κΈμ΄λΌλ μν₯μ λΌμ³€μΌλ¦¬λΌλ κ²μ μμ¬ν μ¬μ§κ° μλ€. μ¬κΈ°μ λΌλ¨μ‘° μ‘°μ±μ κ²½μ°μλ κ·Έμ μ κΈ°μ μ ν μλ κ²μ²λΌ λ¨μν μ μ μ νΌλ‘λ μ€μκ° λ°μλ κ²μ΄ μλλΌ λ² ν λ²€μ ν©μ°½κ΅ν₯곑 μ‘°μ±μ μν₯μ λ°μ κ²μ λ³Ό μ μλ€. κ·Έλ κ² κ΅ν₯곑 μ곑μ 1839λ
λΆν° 40λ
μ κ±Έμ³ ν리μμ μ°©μνμΌλ 1μ
μ₯μ μ΄ λ€μ μ€λ¨νλ€. λν μνμ μμ±κ³Ό λμμ κ·Έλ μ΄ μ곑(1μ
μ₯)μ ν리 μμ
μμ μ°μ£Όνμμ μ°μ£Όν ννΈλ³΄κΉμ§ μ€λΉνμμΌλ, μ€μ λ‘λ μ΄λ£¨μ΄μ§μ§λ μμλ€. κ²°κ΅ μ΄μ°μ 4λ
λ°μ΄ μ§λ νμ λλ μ€λ΄μμ μ°μ£Όλμκ³ μ¬μ°λ μ΄λ£¨μ΄μ‘μ§λ§, μ΄νμ κ·Έλλ‘ λ°©μΉλκ³ λ§μλ€. κ·Έ μ¬μ΄μ κ·Έλ 리μμΉμ λ°©ν©νλ λ€λλλμΈμ μμ±νκ³ ννΈμ΄μ μλ μ°©μνλ λ± λΆμ£Όν μκ°μ 보λλλ°, κ·Έλ° λ°μ μνμ΄ μ΄ κ³‘μ μκ² ν κ²μ΄ μλκ° νλ μ견λ μλ€.',
'id': '6566495-0-0',
'question': 'λ°κ·Έλλ κ΄΄ν
μ νμ°μ€νΈλ₯Ό μ½κ³ 무μμ μ°κ³ μ νλκ°?',
'title': 'νμ°μ€νΈ_μ곑'}
{'id': Value(dtype='string', id=None),
'title': Value(dtype='string', id=None),
'context': Value(dtype='string', id=None),
'question': Value(dtype='string', id=None),
'answers': Sequence(feature={'text': Value(dtype='string', id=None), 'answer_start': Value(dtype='int32', id=None)}, length=-1, id=None)}
[More Information Needed]
Wikipedia
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
@article{lim2019korquad1,
title={Korquad1. 0: Korean qa dataset for machine reading comprehension},
author={Lim, Seungyoung and Kim, Myungji and Lee, Jooyoul},
journal={arXiv preprint arXiv:1909.07005},
year={2019}
Thanks to @cceyda for adding this dataset.