xsum
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All datasets matching “xsum”xsum
Dataset Card for "xsum"
Dataset Summary
Extreme Summarization (XSum) Dataset.
There are three features:
document: Input news article.
summary: One sentence summary of the article.
id: BBC ID of the article.
Supported Tasks and Leaderboards
More Information Needed
Languages
More Information Needed
Dataset Structure
Data Instances
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Size of downloaded dataset files: 257.30 MB
Size of the generated dataset:… See the full description on the dataset page: https://huggingface.co/datasets/EdinburghNLP/xsum.xsumThis is the XSUM subset of the GEM benchmark.xsum_validation_t5IGB_XSumxsum_train_t5xsum_factualityNeural abstractive summarization models are highly prone to hallucinate content that is unfaithful to the input
document. The popular metric such as ROUGE fails to show the severity of the problem. The dataset consists of
faithfulness and factuality annotations of abstractive summaries for the XSum dataset. We have crowdsourced 3 judgements
for each of 500 x 5 document-system pairs. This will be a valuable resource to the abstractive summarization community.