betterMateusz/SAT_Writting_Reading_Assessment_Question_Bank

Dataset Card for SAT Reading and Writing Dataset

This dataset card aims to be a base template for the SAT Reading and Writing Dataset, optimized for use with Hugging Face's datasets library.

Dataset Details

Dataset Description

This dataset contains SAT Reading and Writing assessment questions sourced from the College Board's SAT Suite Question Bank, intended for use in training and evaluating Language Models like LLMs.

• Curated by: College Board
• License: Creative Commons Attribution-ShareAlike 4.0 International License

Dataset Sources

• Repository: College Board SAT Suite Question Bank

Uses

Direct Use

The dataset can be used for SAT exam preparation and educational purposes. It is suitable for training and evaluating Language Models for SAT-style reading comprehension and writing tasks.

Dataset Structure

The dataset contains questions with passages, choices, correct answers, and rationales, making it ideal for training and evaluating Language Models on SAT-style reading comprehension and writing tasks.

Dataset Creation

Curation Rationale

The dataset was created to provide a resource for students preparing for the SAT exam and for researchers and developers working on Natural Language Processing tasks related to standardized testing.

Source Data

Data Collection and Processing

The questions were extracted from the College Board SAT Suite Question Bank using automated scraping and filtering processes.

Who are the source data producers?

The College Board is the producer of the source data.

Bias, Risks, and Limitations

Users should be aware of the limitations of using this dataset for predicting SAT scores and should use it in conjunction with other resources for a comprehensive SAT preparation.

Recommendations

Users should use this dataset as a supplementary resource for SAT exam preparation and as a benchmark for evaluating the performance of Language Models on SAT-style reading comprehension and writing tasks.

Citation

APA: College Board. SAT Reading and Writing Dataset. Retrieved from College Board SAT Suite Question Bank