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metadata
license: cc
multilinguality: multilingual
task_categories:
  - multiple-choice
pretty_name: Tokenization Robustness
tags:
  - multilingual
  - tokenization
configs:
  - config_name: eng_latn_code_technical_content_buggy_code
    data_files:
      - split: test
        path: eng_latn_code_technical_content_buggy_code/test-*
  - config_name: eng_latn_code_technical_content_cannonical
    data_files:
      - split: test
        path: eng_latn_code_technical_content_cannonical/test-*
  - config_name: eng_latn_code_technical_content_comments_across_languages
    data_files:
      - split: test
        path: eng_latn_code_technical_content_comments_across_languages/test-*
  - config_name: eng_latn_code_technical_content_string_literals
    data_files:
      - split: test
        path: eng_latn_code_technical_content_string_literals/test-*
  - config_name: eng_latn_code_technical_content_syntax_and_punctuation_variations
    data_files:
      - split: test
        path: >-
          eng_latn_code_technical_content_syntax_and_punctuation_variations/test-*
  - config_name: eng_latn_code_technical_content_variable_naming_conventions
    data_files:
      - split: test
        path: eng_latn_code_technical_content_variable_naming_conventions/test-*
  - config_name: eng_latn_code_technical_content_whitespace_variations
    data_files:
      - split: test
        path: eng_latn_code_technical_content_whitespace_variations/test-*
  - config_name: eng_latn_eng_latn_code_technical_content_buggy_code
    data_files:
      - split: test
        path: eng_latn_eng_latn_code_technical_content_buggy_code/test-*
  - config_name: eng_latn_eng_latn_code_technical_content_cannonical
    data_files:
      - split: test
        path: eng_latn_eng_latn_code_technical_content_cannonical/test-*
  - config_name: eng_latn_eng_latn_code_technical_content_comments_across_languages
    data_files:
      - split: test
        path: >-
          eng_latn_eng_latn_code_technical_content_comments_across_languages/test-*
  - config_name: eng_latn_eng_latn_code_technical_content_string_literals
    data_files:
      - split: test
        path: eng_latn_eng_latn_code_technical_content_string_literals/test-*
  - config_name: eng_latn_eng_latn_code_technical_content_syntax_and_punctuation_variations
    data_files:
      - split: test
        path: >-
          eng_latn_eng_latn_code_technical_content_syntax_and_punctuation_variations/test-*
  - config_name: eng_latn_eng_latn_code_technical_content_variable_naming_conventions
    data_files:
      - split: test
        path: >-
          eng_latn_eng_latn_code_technical_content_variable_naming_conventions/test-*
  - config_name: eng_latn_eng_latn_code_technical_content_whitespace_variations
    data_files:
      - split: test
        path: eng_latn_eng_latn_code_technical_content_whitespace_variations/test-*
dataset_info:
  - config_name: eng_latn_code_technical_content_buggy_code
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 7633
        num_examples: 21
    download_size: 8540
    dataset_size: 7633
  - config_name: eng_latn_code_technical_content_cannonical
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 1632
        num_examples: 5
    download_size: 7094
    dataset_size: 1632
  - config_name: eng_latn_code_technical_content_comments_across_languages
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 6024
        num_examples: 15
    download_size: 8093
    dataset_size: 6024
  - config_name: eng_latn_code_technical_content_string_literals
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 3557
        num_examples: 10
    download_size: 7124
    dataset_size: 3557
  - config_name: eng_latn_code_technical_content_syntax_and_punctuation_variations
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 5475
        num_examples: 16
    download_size: 7436
    dataset_size: 5475
  - config_name: eng_latn_code_technical_content_variable_naming_conventions
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 5087
        num_examples: 12
    download_size: 7829
    dataset_size: 5087
  - config_name: eng_latn_code_technical_content_whitespace_variations
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 5053
        num_examples: 15
    download_size: 7687
    dataset_size: 5053
  - config_name: eng_latn_eng_latn_code_technical_content_buggy_code
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 7633
        num_examples: 21
    download_size: 8538
    dataset_size: 7633
  - config_name: eng_latn_eng_latn_code_technical_content_cannonical
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 1632
        num_examples: 5
    download_size: 7105
    dataset_size: 1632
  - config_name: eng_latn_eng_latn_code_technical_content_comments_across_languages
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 6024
        num_examples: 15
    download_size: 8097
    dataset_size: 6024
  - config_name: eng_latn_eng_latn_code_technical_content_string_literals
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 3557
        num_examples: 10
    download_size: 7124
    dataset_size: 3557
  - config_name: eng_latn_eng_latn_code_technical_content_syntax_and_punctuation_variations
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 5475
        num_examples: 16
    download_size: 7436
    dataset_size: 5475
  - config_name: eng_latn_eng_latn_code_technical_content_variable_naming_conventions
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 5087
        num_examples: 12
    download_size: 7833
    dataset_size: 5087
  - config_name: eng_latn_eng_latn_code_technical_content_whitespace_variations
    features:
      - name: question
        dtype: string
      - name: choices
        list: string
      - name: answer
        dtype: int64
      - name: answer_label
        dtype: string
      - name: split
        dtype: string
      - name: subcategories
        dtype: string
      - name: lang
        dtype: string
      - name: second_lang
        dtype: string
      - name: coding_lang
        dtype: string
      - name: notes
        dtype: string
      - name: id
        dtype: string
      - name: set_id
        dtype: float64
      - name: variation_id
        dtype: string
    splits:
      - name: test
        num_bytes: 5053
        num_examples: 15
    download_size: 7687
    dataset_size: 5053

Dataset Card for Tokenization Robustness

A comprehensive evaluation dataset for testing robustness of different tokenization strategies.

Dataset Details

Dataset Description

This dataset evaluates how robust language models are to different tokenization strategies and edge cases. It includes questions with multiple choice answers designed to test various aspects of tokenization handling.

  • Curated by: R3
  • Funded by [optional]: [More Information Needed]
  • Shared by [optional]: [More Information Needed]
  • Language(s) (NLP): [More Information Needed]
  • License: cc

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  • Demo [optional]: [More Information Needed]

Uses

Direct Use

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Dataset Structure

The dataset contains multiple-choice questions with associated metadata about tokenization types and categories.

Dataset Creation

Curation Rationale

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Source Data

Data Collection and Processing

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Personal and Sensitive Information

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Bias, Risks, and Limitations

The dataset focuses primarily on English text and may not generalize to other languages or tokenization schemes not covered in the evaluation.

Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

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