WinoGrande
@kaggle.thedevastator_winogrande_a_new_and_improved_reasoning_challeng
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Collection of 44k problems, inspired by Winograd Schema Challenge
Dataset Description
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) |
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