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README.md

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-summarization datasets
+# Dataset Card for "Scored-Summarization-datasets"
+A collection of Text summarization datasets geared towards training a multi-purpose text summarizer.
+
+Each dataset is a parquet file with the following features.
+
+#### default
+- `text`: a `string` feature. The `source` document
+- `summary`: a `string` feature. The summary of the document
+- `provenance`: a `string` feature. Information about the sub dataset.
+- `t5_text_token_count`: a `int64` feature. The number of tokens the text is encoded in.
+- `t5_summary_token_count `: a `int64` feature. The number of tokens the summary is encoded in.
+- `contriever_cos`: a `float64` feature. The Cosine Similarity of the Contriever text embedding and Contriever summary embedding.
+
+Information about the Contriever model: https://github.com/facebookresearch/contriever.
+
+```