procit001/dutch_city_street_dataset_6

该数据集包含文本数据的词性标注、短语标注和命名实体识别标签。数据集的特征包括id、tokens、pos_tags、chunk_tags和ner_tags，其中pos_tags用于词性标注，chunk_tags用于短语标注，ner_tags用于命名实体识别。数据集被分为训练集、验证集和测试集，分别包含182173、22772和22772个样本。

This dataset contains text data with part-of-speech tags, chunk tags, and named entity recognition tags. The features of the dataset include id, tokens, pos_tags, chunk_tags, and ner_tags, where pos_tags are used for part-of-speech tagging, chunk_tags for chunking, and ner_tags for named entity recognition. The dataset is divided into training, validation, and test sets, containing 182173, 22772, and 22772 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: 12671507
  • 样本数: 182173
• validation:
  • 字节数: 1579341
  • 样本数: 22772
• test:
  • 字节数: 1585087
  • 样本数: 22772

数据集大小

• 下载大小: 4669110 字节
• 数据集总大小: 15835935 字节

配置

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