Datasets:
metadata
license: cc
multilinguality: multilingual
task_categories:
- multiple-choice
pretty_name: Tokenization Robustness
tags:
- multilingual
- tokenization
dataset_info:
- config_name: eng_latn_eng_latn_script_orthography_abbreviations_with_periods
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: 389
num_examples: 2
download_size: 5612
dataset_size: 389
- config_name: eng_latn_eng_latn_script_orthography_brand_names_with_punctuation
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: 972
num_examples: 4
download_size: 6277
dataset_size: 972
- config_name: eng_latn_eng_latn_script_orthography_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: 5469
num_examples: 26
download_size: 8650
dataset_size: 5469
- config_name: eng_latn_eng_latn_script_orthography_code_language_script_switching
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: 812
num_examples: 2
download_size: 6717
dataset_size: 812
- config_name: eng_latn_eng_latn_script_orthography_diacritics_presence_absence
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: 1872
num_examples: 6
download_size: 6463
dataset_size: 1872
- config_name: eng_latn_eng_latn_script_orthography_equivalent_expressions
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: 573
num_examples: 2
download_size: 6077
dataset_size: 573
- config_name: eng_latn_eng_latn_script_orthography_homoglyphs
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: 1610
num_examples: 8
download_size: 6379
dataset_size: 1610
- config_name: eng_latn_eng_latn_script_orthography_regional_spelling_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: 2405
num_examples: 11
download_size: 6897
dataset_size: 2405
- config_name: eng_latn_script_orthography_abbreviations_with_periods
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: 389
num_examples: 2
download_size: 5612
dataset_size: 389
- config_name: eng_latn_script_orthography_brand_names_with_punctuation
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: 972
num_examples: 4
download_size: 6267
dataset_size: 972
- config_name: eng_latn_script_orthography_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: 5469
num_examples: 26
download_size: 8654
dataset_size: 5469
- config_name: eng_latn_script_orthography_code_language_script_switching
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: 812
num_examples: 2
download_size: 6717
dataset_size: 812
- config_name: eng_latn_script_orthography_diacritics_presence_absence
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: 1872
num_examples: 6
download_size: 6475
dataset_size: 1872
- config_name: eng_latn_script_orthography_equivalent_expressions
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: 573
num_examples: 2
download_size: 6076
dataset_size: 573
- config_name: eng_latn_script_orthography_homoglyphs
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: 1610
num_examples: 8
download_size: 6376
dataset_size: 1610
- config_name: eng_latn_script_orthography_regional_spelling_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: 2405
num_examples: 11
download_size: 6882
dataset_size: 2405
configs:
- config_name: eng_latn_eng_latn_script_orthography_abbreviations_with_periods
data_files:
- split: test
path: eng_latn_eng_latn_script_orthography_abbreviations_with_periods/test-*
- config_name: eng_latn_eng_latn_script_orthography_brand_names_with_punctuation
data_files:
- split: test
path: >-
eng_latn_eng_latn_script_orthography_brand_names_with_punctuation/test-*
- config_name: eng_latn_eng_latn_script_orthography_cannonical
data_files:
- split: test
path: eng_latn_eng_latn_script_orthography_cannonical/test-*
- config_name: eng_latn_eng_latn_script_orthography_code_language_script_switching
data_files:
- split: test
path: >-
eng_latn_eng_latn_script_orthography_code_language_script_switching/test-*
- config_name: eng_latn_eng_latn_script_orthography_diacritics_presence_absence
data_files:
- split: test
path: >-
eng_latn_eng_latn_script_orthography_diacritics_presence_absence/test-*
- config_name: eng_latn_eng_latn_script_orthography_equivalent_expressions
data_files:
- split: test
path: eng_latn_eng_latn_script_orthography_equivalent_expressions/test-*
- config_name: eng_latn_eng_latn_script_orthography_homoglyphs
data_files:
- split: test
path: eng_latn_eng_latn_script_orthography_homoglyphs/test-*
- config_name: eng_latn_eng_latn_script_orthography_regional_spelling_variations
data_files:
- split: test
path: >-
eng_latn_eng_latn_script_orthography_regional_spelling_variations/test-*
- config_name: eng_latn_script_orthography_abbreviations_with_periods
data_files:
- split: test
path: eng_latn_script_orthography_abbreviations_with_periods/test-*
- config_name: eng_latn_script_orthography_brand_names_with_punctuation
data_files:
- split: test
path: eng_latn_script_orthography_brand_names_with_punctuation/test-*
- config_name: eng_latn_script_orthography_cannonical
data_files:
- split: test
path: eng_latn_script_orthography_cannonical/test-*
- config_name: eng_latn_script_orthography_code_language_script_switching
data_files:
- split: test
path: eng_latn_script_orthography_code_language_script_switching/test-*
- config_name: eng_latn_script_orthography_diacritics_presence_absence
data_files:
- split: test
path: eng_latn_script_orthography_diacritics_presence_absence/test-*
- config_name: eng_latn_script_orthography_equivalent_expressions
data_files:
- split: test
path: eng_latn_script_orthography_equivalent_expressions/test-*
- config_name: eng_latn_script_orthography_homoglyphs
data_files:
- split: test
path: eng_latn_script_orthography_homoglyphs/test-*
- config_name: eng_latn_script_orthography_regional_spelling_variations
data_files:
- split: test
path: eng_latn_script_orthography_regional_spelling_variations/test-*
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
Dataset Sources [optional]
- Repository: [More Information Needed]
- Paper [optional]: [More Information Needed]
- Demo [optional]: [More Information Needed]
Uses
Direct Use
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Out-of-Scope 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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Who are the source data producers?
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Annotation process
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Who are the annotators?
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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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