rahmanansari/NER-Dataset

---
language:
- en
dataset_info:
features:
- name: tokens
sequence: string
- name: ner_tags
sequence:
class_label:
names:
'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
'9': B-ACTOR
'10': I-ACTOR
'11': B-TITLE
'12': I-TITLE
'13': B-YEAR
'14': I-YEAR
'15': B-GENRE
'16': I-GENRE
'17': B-PLOT
'18': I-PLOT
'19': B-DIRECTOR
'20': I-DIRECTOR
'21': B-RATINGS_AVERAGE
'22': I-RATINGS_AVERAGE
'23': B-RATING
'24': I-RATING
'25': B-CHARACTER
'26': I-CHARACTER
'27': B-SONG
'28': I-SONG
'29': B-REVIEW
'30': I-REVIEW
'31': B-TRAILER
'32': I-TRAILER
splits:
- name: train
num_bytes: 5483767
num_examples: 24638
- name: validation
num_bytes: 1362791
num_examples: 5826
download_size: 1601438
dataset_size: 6846558
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
---

原始信息汇总

数据集概述

语言

• 英语（en）

数据集信息

特征

• tokens: 字符序列
• ner_tags: 命名实体识别标签序列
  • 标签名称及其对应编码：
    • 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
    • 9: B-ACTOR
    • 10: I-ACTOR
    • 11: B-TITLE
    • 12: I-TITLE
    • 13: B-YEAR
    • 14: I-YEAR
    • 15: B-GENRE
    • 16: I-GENRE
    • 17: B-PLOT
    • 18: I-PLOT
    • 19: B-DIRECTOR
    • 20: I-DIRECTOR
    • 21: B-RATINGS_AVERAGE
    • 22: I-RATINGS_AVERAGE
    • 23: B-RATING
    • 24: I-RATING
    • 25: B-CHARACTER
    • 26: I-CHARACTER
    • 27: B-SONG
    • 28: I-SONG
    • 29: B-REVIEW
    • 30: I-REVIEW
    • 31: B-TRAILER
    • 32: I-TRAILER

数据集划分

• train: 训练集
  • 字节数: 5483767
  • 样本数: 24638
• validation: 验证集
  • 字节数: 1362791
  • 样本数: 5826

数据集大小

• 下载大小: 1601438 字节
• 数据集总大小: 6846558 字节

配置

• config_name: default
  • 数据文件路径:
    • 训练集: data/train-*
    • 验证集: data/validation-*