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huy-nh-2000/instructUIE

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Hugging Face2024-05-08 更新2024-06-12 收录
下载链接：
https://hf-mirror.com/datasets/huy-nh-2000/instructUIE
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资源简介：
--- dataset_info: - config_name: EE features: - name: Task dtype: string - name: Dataset dtype: string - name: subset dtype: string - name: Samples sequence: 'null' - name: Instance struct: - name: id dtype: string - name: sentence dtype: string - name: label dtype: string - name: instruction dtype: string - name: ground_truth dtype: string splits: - name: train num_bytes: 20189069 num_examples: 25014 download_size: 4399272 dataset_size: 20189069 - config_name: EEA features: - name: Task dtype: string - name: Dataset dtype: string - name: subset dtype: string - name: Samples sequence: 'null' - name: Instance struct: - name: id dtype: string - name: sentence dtype: string - name: label dtype: string - name: instruction dtype: string - name: ground_truth dtype: string splits: - name: train num_bytes: 7021834 num_examples: 9991 - name: validation num_bytes: 1645543 num_examples: 2076 - name: test num_bytes: 2207530 num_examples: 2761 download_size: 2765025 dataset_size: 10874907 - config_name: EET features: - name: Task dtype: string - name: Dataset dtype: string - name: subset dtype: string - name: Samples sequence: 'null' - name: Instance struct: - name: id dtype: string - name: sentence dtype: string - name: label dtype: string - name: instruction dtype: string - name: ground_truth dtype: string splits: - name: train num_bytes: 5465589 num_examples: 9991 - name: validation num_bytes: 1020359 num_examples: 2076 - name: test num_bytes: 1343998 num_examples: 2761 download_size: 1682269 dataset_size: 7829946 - config_name: EP features: - name: Task dtype: string - name: Dataset dtype: string - name: subset dtype: string - name: Samples sequence: 'null' - name: Instance struct: - name: id dtype: string - name: sentence dtype: string - name: label dtype: string - name: instruction dtype: string - name: ground_truth dtype: string splits: - name: train num_bytes: 34708167 num_examples: 44377 - name: validation num_bytes: 2607084 num_examples: 3220 download_size: 8806588 dataset_size: 37315251 - config_name: EPR features: - name: Task dtype: string - name: Dataset dtype: string - name: subset dtype: string - name: Samples sequence: 'null' - name: Instance struct: - name: id dtype: string - name: sentence dtype: string - name: label dtype: string - name: instruction dtype: string - name: ground_truth dtype: string splits: - name: train num_bytes: 40193520 num_examples: 44342 - name: validation num_bytes: 2992986 num_examples: 3206 download_size: 22665880 dataset_size: 43186506 - config_name: ES features: - name: Task dtype: string - name: Dataset dtype: string - name: subset dtype: string - name: Samples sequence: 'null' - name: Instance struct: - name: id dtype: string - name: sentence dtype: string - name: label dtype: string - name: instruction dtype: string - name: ground_truth dtype: string splits: - name: train num_bytes: 106827307 num_examples: 255852 - name: validation num_bytes: 17352441 num_examples: 38923 download_size: 73239008 dataset_size: 124179748 - config_name: ET features: - name: Task dtype: string - name: Dataset dtype: string - name: subset dtype: string - name: Samples sequence: 'null' - name: Instance struct: - name: id dtype: string - name: sentence dtype: string - name: label dtype: string - name: instruction dtype: string - name: ground_truth dtype: string splits: - name: train num_bytes: 130028891 num_examples: 255763 - name: validation num_bytes: 21584246 num_examples: 38645 download_size: 91560010 dataset_size: 151613137 - config_name: NER features: - name: Task dtype: string - name: Dataset dtype: string - name: subset dtype: string - name: Samples sequence: 'null' - name: Instance struct: - name: id dtype: string - name: sentence dtype: string - name: label dtype: string - name: instruction dtype: string - name: ground_truth dtype: string splits: - name: train num_bytes: 402710463 num_examples: 862638 - name: validation num_bytes: 65625327 num_examples: 128623 - name: test num_bytes: 65778404 num_examples: 128651 download_size: 265187111 dataset_size: 534114194 - config_name: RE features: - name: Task dtype: string - name: Dataset dtype: string - name: subset dtype: string - name: Samples sequence: 'null' - name: Instance struct: - name: id dtype: string - name: sentence dtype: string - name: label dtype: string - name: instruction dtype: string - name: ground_truth dtype: string splits: - name: train num_bytes: 104596538 num_examples: 120950 - name: validation num_bytes: 9981918 num_examples: 10628 - name: test num_bytes: 14975259 num_examples: 16911 download_size: 28416114 dataset_size: 129553715 configs: - config_name: EE data_files: - split: train path: EE/train-* - config_name: EEA data_files: - split: train path: EEA/train-* - split: validation path: EEA/validation-* - split: test path: EEA/test-* - config_name: EET data_files: - split: train path: EET/train-* - split: validation path: EET/validation-* - split: test path: EET/test-* - config_name: EP data_files: - split: train path: EP/train-* - split: validation path: EP/validation-* - config_name: EPR data_files: - split: train path: EPR/train-* - split: validation path: EPR/validation-* - config_name: ES data_files: - split: train path: ES/train-* - split: validation path: ES/validation-* - config_name: ET data_files: - split: train path: ET/train-* - split: validation path: ET/validation-* - config_name: NER data_files: - split: train path: NER/train-* - split: validation path: NER/validation-* - split: test path: NER/test-* - config_name: RE data_files: - split: train path: RE/train-* - split: validation path: RE/validation-* - split: test path: RE/test-* ---

The dataset consists of multiple configurations, each targeting different natural language processing tasks such as Event Extraction (EE), Entity Relation Extraction (RE), etc. Each configuration details the task type, dataset name, subset, sample count, and the specific structure of instances including ID, sentence, label, instruction, and ground truth. The dataset is divided into train, validation, and test sets, with corresponding data file paths provided.
提供机构：
huy-nh-2000
原始信息汇总

数据集概述

配置名称：EE

  • 特征：
    • Task: string
    • Dataset: string
    • subset: string
    • Samples: null
    • Instance:
      • id: string
      • sentence: string
      • label: string
      • instruction: string
      • ground_truth: string
  • 分割：
    • train:
      • 字节数: 20189069
      • 样本数: 25014
  • 下载大小：4399272
  • 数据集大小：20189069

配置名称：EEA

  • 特征：
    • Task: string
    • Dataset: string
    • subset: string
    • Samples: null
    • Instance:
      • id: string
      • sentence: string
      • label: string
      • instruction: string
      • ground_truth: string
  • 分割：
    • train:
      • 字节数: 7021834
      • 样本数: 9991
    • validation:
      • 字节数: 1645543
      • 样本数: 2076
    • test:
      • 字节数: 2207530
      • 样本数: 2761
  • 下载大小：2765025
  • 数据集大小：10874907

配置名称：EET

  • 特征：
    • Task: string
    • Dataset: string
    • subset: string
    • Samples: null
    • Instance:
      • id: string
      • sentence: string
      • label: string
      • instruction: string
      • ground_truth: string
  • 分割：
    • train:
      • 字节数: 5465589
      • 样本数: 9991
    • validation:
      • 字节数: 1020359
      • 样本数: 2076
    • test:
      • 字节数: 1343998
      • 样本数: 2761
  • 下载大小：1682269
  • 数据集大小：7829946

配置名称：EP

  • 特征：
    • Task: string
    • Dataset: string
    • subset: string
    • Samples: null
    • Instance:
      • id: string
      • sentence: string
      • label: string
      • instruction: string
      • ground_truth: string
  • 分割：
    • train:
      • 字节数: 34708167
      • 样本数: 44377
    • validation:
      • 字节数: 2607084
      • 样本数: 3220
  • 下载大小：8806588
  • 数据集大小：37315251

配置名称：EPR

  • 特征：
    • Task: string
    • Dataset: string
    • subset: string
    • Samples: null
    • Instance:
      • id: string
      • sentence: string
      • label: string
      • instruction: string
      • ground_truth: string
  • 分割：
    • train:
      • 字节数: 40193520
      • 样本数: 44342
    • validation:
      • 字节数: 2992986
      • 样本数: 3206
  • 下载大小：22665880
  • 数据集大小：43186506

配置名称：ES

  • 特征：
    • Task: string
    • Dataset: string
    • subset: string
    • Samples: null
    • Instance:
      • id: string
      • sentence: string
      • label: string
      • instruction: string
      • ground_truth: string
  • 分割：
    • train:
      • 字节数: 106827307
      • 样本数: 255852
    • validation:
      • 字节数: 17352441
      • 样本数: 38923
  • 下载大小：73239008
  • 数据集大小：124179748

配置名称：ET

  • 特征：
    • Task: string
    • Dataset: string
    • subset: string
    • Samples: null
    • Instance:
      • id: string
      • sentence: string
      • label: string
      • instruction: string
      • ground_truth: string
  • 分割：
    • train:
      • 字节数: 130028891
      • 样本数: 255763
    • validation:
      • 字节数: 21584246
      • 样本数: 38645
  • 下载大小：91560010
  • 数据集大小：151613137

配置名称：NER

  • 特征：
    • Task: string
    • Dataset: string
    • subset: string
    • Samples: null
    • Instance:
      • id: string
      • sentence: string
      • label: string
      • instruction: string
      • ground_truth: string
  • 分割：
    • train:
      • 字节数: 402710463
      • 样本数: 862638
    • validation:
      • 字节数: 65625327
      • 样本数: 128623
    • test:
      • 字节数: 65778404
      • 样本数: 128651
  • 下载大小：265187111
  • 数据集大小：534114194

配置名称：RE

  • 特征：
    • Task: string
    • Dataset: string
    • subset: string
    • Samples: null
    • Instance:
      • id: string
      • sentence: string
      • label: string
      • instruction: string
      • ground_truth: string
  • 分割：
    • train:
      • 字节数: 104596538
      • 样本数: 120950
    • validation:
      • 字节数: 9981918
      • 样本数: 10628
    • test:
      • 字节数: 14975259
      • 样本数: 16911
  • 下载大小：28416114
  • 数据集大小：129553715
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