language:
- en
license: mit
dataset_info:
features:
- name: id
dtype: string
- name: passage
dtype: string
- name: question
dtype: string
- name: choice_A
dtype: string
- name: choice_B
dtype: string
- name: choice_C
dtype: string
- name: choice_D
dtype: string
- name: correct_answer
dtype: string
- name: rationale
dtype: string
- name: difficulty
dtype: string
- name: domain
dtype: string
splits:
- name: train
num_bytes: 706258
num_examples: 397
download_size: 346011
dataset_size: 706258
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
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