Datasets:
Languages:
English
Multilinguality:
monolingual
Size Categories:
10K<n<100K
Language Creators:
expert-generated
Annotations Creators:
expert-generated
Tags:
License:
johngiorgi
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Update README.md
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README.md
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@@ -30,10 +30,10 @@ This is a copy of the [MS^2](https://huggingface.co/datasets/allenai/mslr2022) d
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- __query__: The `background` field of each example
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- __corpus__: The union of all documents in the `train`, `validation` and `test` splits. A document is the concatenation of the `title` and `abstract`.
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- __retriever__: BM25 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 `validation` set:
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| ----------- | ----------- | ----------- | ----------- |
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| 0.
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- __query__: The `background` field of each example
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- __corpus__: The union of all documents in the `train`, `validation` and `test` splits. A document is the concatenation of the `title` and `abstract`.
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- __retriever__: BM25 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==25`
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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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| 0.378 | 0.1827 | 0.1559 | 0.2188 |
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