Name: WinoGrande
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

WinoGrande

Collection of 44k problems, inspired by Winograd Schema Challenge

Source

Huggingface Hub: link

About this dataset

WinoGrande is a new collection of 44k problems, inspired by Winograd Schema Challenge (Levesque, Davis, and Morgenstern 2011), but adjusted to improve the scale and robustness against the dataset-specific bias. Formulated as a fill-in-a-blank task with binary options, the goal is to choose the right option for a given sentence which requires commonsense reasoning.

How to use the dataset

This dataset can be used to train a model to predict which option is the correct one for each sentence.

Research Ideas

Reasoning challenge for AI systems

Natural language processing task

Question answering tasks

Acknowledgements

License

> License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
> No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: winogrande_xl_train.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_xl_test.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_xs_test.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_xs_train.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_m_train.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_l_validation.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_l_test.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_m_validation.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_m_test.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_debiased_validation.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_s_validation.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_xs_validation.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_l_train.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_debiased_train.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_s_train.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_s_test.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_xl_validation.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

File: winogrande_debiased_test.csv

Column name	Description
sentence	The sentence to be completed. (String)
option1	The first option to complete the sentence. (String)
option2	The second option to complete the sentence. (String)
answer	The correct answer for the sentence. (String)

Tables

Winogrande Debiased Test

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_debiased_test

114.79 kB
1,767 rows
4 columns

CREATE TABLE winogrande_debiased_test (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" VARCHAR
);

Winogrande Debiased Train

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_debiased_train

581.6 kB
9,248 rows
4 columns

CREATE TABLE winogrande_debiased_train (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" BIGINT
);

Winogrande Debiased Validation

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_debiased_validation

83.66 kB
1,267 rows
4 columns

CREATE TABLE winogrande_debiased_validation (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" BIGINT
);

Winogrande L Test

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_l_test

114.79 kB
1,767 rows
4 columns

CREATE TABLE winogrande_l_test (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" VARCHAR
);

Winogrande L Train

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_l_train

500.61 kB
10,234 rows
4 columns

CREATE TABLE winogrande_l_train (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" BIGINT
);

Winogrande L Validation

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_l_validation

83.66 kB
1,267 rows
4 columns

CREATE TABLE winogrande_l_validation (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" BIGINT
);

Winogrande M Test

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_m_test

114.79 kB
1,767 rows
4 columns

CREATE TABLE winogrande_m_test (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" VARCHAR
);

Winogrande M Train

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_m_train

129.57 kB
2,558 rows
4 columns

CREATE TABLE winogrande_m_train (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" BIGINT
);

Winogrande M Validation

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_m_validation

83.66 kB
1,267 rows
4 columns

CREATE TABLE winogrande_m_validation (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" BIGINT
);

Winogrande S Test

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_s_test

114.79 kB
1,767 rows
4 columns

CREATE TABLE winogrande_s_test (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" VARCHAR
);

Winogrande S Train

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_s_train

36.06 kB
640 rows
4 columns

CREATE TABLE winogrande_s_train (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" BIGINT
);

Winogrande S Validation

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_s_validation

83.66 kB
1,267 rows
4 columns

CREATE TABLE winogrande_s_validation (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" BIGINT
);

Winogrande Xl Test

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_xl_test

114.79 kB
1,767 rows
4 columns

CREATE TABLE winogrande_xl_test (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" VARCHAR
);

Winogrande Xl Train

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_xl_train

1.86 MB
40,398 rows
4 columns

CREATE TABLE winogrande_xl_train (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" BIGINT
);

Winogrande Xl Validation

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_xl_validation

83.66 kB
1,267 rows
4 columns

CREATE TABLE winogrande_xl_validation (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" BIGINT
);

Winogrande Xs Test

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_xs_test

114.79 kB
1,767 rows
4 columns

CREATE TABLE winogrande_xs_test (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" VARCHAR
);

Winogrande Xs Train

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_xs_train

12.97 kB
160 rows
4 columns

CREATE TABLE winogrande_xs_train (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" BIGINT
);

Winogrande Xs Validation

@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng.winogrande_xs_validation

83.66 kB
1,267 rows
4 columns

CREATE TABLE winogrande_xs_validation (
  "sentence" VARCHAR,
  "option1" VARCHAR,
  "option2" VARCHAR,
  "answer" BIGINT
);