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@@ -25,7 +25,7 @@ paperswithcode_id: multi-document-summarization
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  pretty_name: MSLR Shared Task
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  ---
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- This is a copy of the [Cochrane](https://huggingface.co/datasets/allenai/mslr2022) dataset, except the input source documents of its `validation` split have been replaced by a __dense__ retriever. The retrieval pipeline used:
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  - __query__: The `target` 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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  pretty_name: MSLR Shared Task
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  ---
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+ This is a copy of the [Cochrane](https://huggingface.co/datasets/allenai/mslr2022) dataset, except the input source documents of the `train`, `validation`, and `test` splits have been replaced by a __dense__ retriever.
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  - __query__: The `target` 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`.