Datasets:
Tasks:
summarization
Task Categories:
conditional-text-generation
Languages:
en
Multilinguality:
monolingual
Size Categories:
10K<n<100K
ArXiv:
2104.02112
Dataset Preview
Go to dataset viewer
The dataset preview is not available for this split.
Server error
Status code: 400 Exception: FileNotFoundError Message: https://huggingface.co/datasets/ccdv/govreport-summarization/resolve/main/train.zip/train.txt
Need help to make the dataset viewer work? Open an issue for direct support.
GovReport dataset for summarization
Dataset for summarization of long documents.
Adapted from this repo and this paper
This dataset is compatible with the run_summarization.py
script from Transformers if you add this line to the summarization_name_mapping
variable:
"ccdv/govreport-summarization": ("report", "summary")
Data Fields
id
: paper idreport
: a string containing the body of the reportsummary
: a string containing the summary of the report
Data Splits
This dataset has 3 splits: train, validation, and test.
Token counts with a RoBERTa tokenizer.
Dataset Split | Number of Instances | Avg. tokens |
---|---|---|
Train | 17,517 | < 9,000 / < 500 |
Validation | 973 | < 9,000 / < 500 |
Test | 973 | < 9,000 / < 500 |
Cite original article
@misc{huang2021efficient,
title={Efficient Attentions for Long Document Summarization},
author={Luyang Huang and Shuyang Cao and Nikolaus Parulian and Heng Ji and Lu Wang},
year={2021},
eprint={2104.02112},
archivePrefix={arXiv},
primaryClass={cs.CL}
}