procit002/conll2003_MergedWithDutchName_Updated_By_Susan

该数据集包含文本数据的多个特征，包括ID、tokens（词元）、pos_tags（词性标签）、chunk_tags（短语块标签）和ner_tags（命名实体识别标签）。pos_tags字段定义了多种词性标签，chunk_tags字段定义了短语块的标签，ner_tags字段定义了命名实体的标签。数据集分为训练集、验证集和测试集，分别包含61152、9139和9343个样本。

This dataset contains multiple features of text data, including ID, tokens, pos_tags (part-of-speech tags), chunk_tags (chunk tags), and ner_tags (named entity recognition tags). The pos_tags field defines various part-of-speech tags, the chunk_tags field defines chunk tags, and the ner_tags field defines named entity tags. The dataset is divided into training, validation, and test sets, containing 61,152, 9,139, and 9,343 samples respectively.

原始信息汇总

数据集概述

特征

• id: 字符串类型
• tokens: 字符串序列
• pos_tags: 词性标签序列
  • 标签名称:
    • 0: "
    • 1:
    • 2: #
    • 3: $
    • 4: (
    • 5: )
    • 6: ,
    • 7: .
    • 8: :
    • 9: ``
    • 10: CC
    • 11: CD
    • 12: DT
    • 13: EX
    • 14: FW
    • 15: IN
    • 16: JJ
    • 17: JJR
    • 18: JJS
    • 19: LS
    • 20: MD
    • 21: NN
    • 22: NNP
    • 23: NNPS
    • 24: NNS
    • 25: NN|SYM
    • 26: PDT
    • 27: POS
    • 28: PRP
    • 29: PRP$
    • 30: RB
    • 31: RBR
    • 32: RBS
    • 33: RP
    • 34: SYM
    • 35: TO
    • 36: UH
    • 37: VB
    • 38: VBD
    • 39: VBG
    • 40: VBN
    • 41: VBP
    • 42: VBZ
    • 43: WDT
    • 44: WP
    • 45: WP$
    • 46: WRB
• chunk_tags: 短语结构标签序列
  • 标签名称:
    • 0: O
    • 1: B-ADJP
    • 2: I-ADJP
    • 3: B-ADVP
    • 4: I-ADVP
    • 5: B-CONJP
    • 6: I-CONJP
    • 7: B-INTJ
    • 8: I-INTJ
    • 9: B-LST
    • 10: I-LST
    • 11: B-NP
    • 12: I-NP
    • 13: B-PP
    • 14: I-PP
    • 15: B-PRT
    • 16: I-PRT
    • 17: B-SBAR
    • 18: I-SBAR
    • 19: B-UCP
    • 20: I-UCP
    • 21: B-VP
    • 22: I-VP
• ner_tags: 命名实体标签序列
  • 标签名称:
    • 0: O
    • 1: B-PER
    • 2: I-PER
    • 3: B-ORG
    • 4: I-ORG
    • 5: B-LOC
    • 6: I-LOC
    • 7: B-MISC
    • 8: I-MISC

数据集划分

• train:
  • 字节数: 9781460
  • 样本数: 61152
• validation:
  • 字节数: 2095624
  • 样本数: 9139
• test:
  • 字节数: 1938535
  • 样本数: 9343

数据集大小

• 下载大小: 2892143 字节
• 数据集总大小: 13815619 字节

配置

• config_name: default
  • 数据文件路径:
    • train: data/train-*
    • validation: data/validation-*
    • test: data/test-*