Dataset Viewer
Full Screen Viewer
Full Screen
The dataset viewer is not available for this dataset.
Cannot get the config names for the dataset.
Error code: ConfigNamesError Exception: ImportError Message: To be able to use kamel-usp/aes_enem_dataset, you need to install the following dependency: bs4. Please install it using 'pip install bs4' for instance. Traceback: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 66, in compute_config_names_response config_names = get_dataset_config_names( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 347, in get_dataset_config_names dataset_module = dataset_module_factory( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1914, in dataset_module_factory raise e1 from None File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1880, in dataset_module_factory return HubDatasetModuleFactoryWithScript( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1504, in get_module local_imports = _download_additional_modules( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 354, in _download_additional_modules raise ImportError( ImportError: To be able to use kamel-usp/aes_enem_dataset, you need to install the following dependency: bs4. Please install it using 'pip install bs4' for instance.
Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Automated Essay Score (AES) ENEM Dataset
Use Case and Creators
- Intended Use: Estimate Essay Score
- Creators: Igor Cataneo Silveira, André Barbosa and Denis Deratani Mauá
- Contact Information: igorcs@ime.usp.br; andre.barbosa@ime.usp.br
Licensing Information
- License: MIT License
Citation Details
- Preferred Citation:
@proceedings{DBLP:conf/propor/2024,
editor = {Igor Cataneo Silveira, André Barbosa and Denis Deratani Mauá},
title = {Computational Processing of the Portuguese Language - 16th International
Conference, {PROPOR} 2024, Galiza, March 13-15, 2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {TODO},
publisher = {Springer},
year = {2024},
url = {TODO},
doi = {TODO},
isbn = {TODO},
timestamp = {TODO},
biburl = {TODO},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Data Structure
- Features:
- id: id of scraped page.
id_prompt
+id
should be unique - id_prompt: Essay's theme
- essay_title: Essay title
- essay_text: Essay text
- grades: list of 6 elements containing the grade for each of the five concepts plus the sum of all grades
- essay_year: Essay's year
- id: id of scraped page.
- Number of Instances:
- sourceAOnly:
- train: 227
- validation: 68
- test: 90
- sourceAWithGraders:
- train: 744
- validation: 195
- test: 216
- sourceB:
- full: 3219
- sourceAOnly:
- Data Splits:
- sourceAOnly: sourceA data
- sourceAWithGraders: sourceA data augmented with Grader's review. In a nutshell, each row becomes three (the original grade plus two graders result)
- sourceB: sourceB data
Data Considerations
- Known Limitations:
- Ethical Considerations:
Additional Information
- Additional Links: Main code is here
- Related Datasets: https://github.com/evelinamorim/aes-pt
- Downloads last month
- 231