Datasets:
Tasks:
Summarization
Modalities:
Text
Formats:
parquet
Sub-tasks:
news-articles-summarization
Languages:
English
Size:
10K - 100K
License:
johngiorgi
commited on
Commit
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Parent(s):
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Update README.md
Browse files
README.md
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@@ -39,10 +39,22 @@ This is a copy of the [Multi-News](https://huggingface.co/datasets/multi_news) d
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- __query__: The `summary` field of each example
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- __corpus__: The union of all documents in the `train`, `validation` and `test` splits
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- __retriever__: [`facebook/contriever-msmarco`](https://huggingface.co/facebook/contriever-msmarco) via [PyTerrier](https://pyterrier.readthedocs.io/en/latest/) with default settings
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- __top-k strategy__: `"max"`, i.e. the number of documents retrieved, `k`, is set as the maximum number of documents seen across examples in this dataset
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Retrieval results on the `test` set:
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| ----------- | ----------- | ----------- | ----------- |
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- __query__: The `summary` field of each example
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- __corpus__: The union of all documents in the `train`, `validation` and `test` splits
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- __retriever__: [`facebook/contriever-msmarco`](https://huggingface.co/facebook/contriever-msmarco) via [PyTerrier](https://pyterrier.readthedocs.io/en/latest/) with default settings
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- __top-k strategy__: `"max"`, i.e. the number of documents retrieved, `k`, is set as the maximum number of documents seen across examples in this dataset, in this case `k==10`
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Retrieval results on the `train` set:
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Recall@100 | Rprec | Precision@k | Recall@k |
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| ----------- | ----------- | ----------- | ----------- |
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| 0.8661 | 0.6867 | 0.2118 | 0.7966 |
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Retrieval results on the `validation` set:
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Recall@100 | Rprec | Precision@k | Recall@k |
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| ----------- | ----------- | ----------- | ----------- |
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| 0.8626 | 0.6859 | 0.2083 | 0.7949 |
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Retrieval results on the `test` set:
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Recall@100 | Rprec | Precision@k | Recall@k |
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| ----------- | ----------- | ----------- | ----------- |
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| 0.8625 | 0.6927 | 0.2096 | 0.7971 |
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