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DeepData-REFMETA

텍스트 Ver 1 관리자 2022.04.19

DeepData-REFMETA

개요
  • The corpus for extracting metadata from multilingual journal references.
  • The corpus contains the tokens of reference string with IOB labels corresponding to metadata field types.
  • The file named as “automatic_inspection_data(train_set).txt” was constructed through the fully automatic inspection process. It contains a total of 3,680,620 labeled references, and was used as training set for training our BERT-based parsing model in our study.
  • The file named as “manual_insepction_data_(validation_set).txt” was developed through the manual inspection process by several annotators. It contains a total of 63,878 labeled references, and was used as validation set.
  • The file named as “manual_inspection_data_(test_set).txt” was built through the manual inspection process. It contains a total of 71,489 labeled references, and was used as test set.
  • In the files, each reference is separated by a newline character. In each first line of references, a unique identifier and language type are listed.
DOI
10.23057/47
형식 TXT
HGJBBV_2020_v21n2_16_005	 English
Jou	B-AUT
,	I-AUT
<sp>	I-AUT
J	I-AUT
.	I-AUT
<sp>	I-AUT
H	I-AUT
.	I-AUT
<sp>	I-AUT
et	I-AUT
<sp>	I-AUT
al	I-AUT
.	O
<sp>	O
Plant	B-TIT
<sp>	I-TIT
growth	I-TIT
<sp>	I-TIT
absorption	I-TIT
<sp>	I-TIT
spectrum	I-TIT
<sp>	I-TIT
mimicking	I-TIT
<sp>	I-TIT
light	I-TIT
<sp>	I-TIT
sources	I-TIT
.	O
<sp>	O
Materials	B-JOU
<sp>	O
8	B-VOL
,	O
<sp>	O
5265	B-PAGE
-	I-PAGE
5275	I-PAGE
<sp>	O
(	O
2015	B-YEAR
)	O
.	O

데이터 정보

생산자 Korea Institute of Science and Technology Information (KISTI) 제공기관 Korea Institute of Science and Technology Information (KISTI)
건수 3,815,987건 발행년도 2022
라이선스 저작자표시-비영리 (데이터 이용동의) NTIS 과제 고유번호 1711149483
저작권 Korea Institute of Science and Technology Information (KISTI)
Cite as
Korea Institute of Science and Technology Information (KISTI) (2022) : DeepData-REFMETA. Version 1.0. Korea Institute of Science and Technology Information (KISTI). https://doi.org/10.23057/47.

데이터 이력

Version 1 2021-11-23, 10.23057/47