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Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:onestop_english')
  • Description:
This dataset is a compilation of the OneStopEnglish corpus of texts written at three reading levels into one file.
Text documents are classified into three reading levels - ele, int, adv (Elementary, Intermediate and Advance).
This dataset demonstrates its usefulness for through two applica-tions - automatic  readability  assessment  and automatic text simplification.
The corpus consists of 189 texts, each in three versions/reading levels (567 in total).
  • License: Creative Commons Attribution-ShareAlike 4.0 International License
  • Version: 1.1.0
  • Splits:
Split Examples
'train' 567
  • Features:
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    "label": {
        "num_classes": 3,
        "names": [
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"