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• W2511538013 abstract "We introduce a manually-created, multi-reference dataset for abstractive sentence and short paragraph compression. First, we examine the impact of single- and multi-sentence level editing operations on human compression quality as found in this corpus. We observe that substitution and rephrasing operations are more meaning preserving than other operations, and that compressing in context improves quality. Second, we systematically explore the correlations between automatic evaluation metrics and human judgments of meaning preservation and grammaticality in the compression task, and analyze the impact of the linguistic units used and precision versus recall measures on the quality of the metrics. Multi-reference evaluation metrics are shown to offer significant advantage over single reference-based metrics." @default.
• W2511538013 created "2016-09-16" @default.
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• W2511538013 date "2016-01-01" @default.
• W2511538013 modified "2023-10-16" @default.
• W2511538013 title "A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs" @default.
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• W2511538013 doi "https://doi.org/10.18653/v1/d16-1033" @default.
• W2511538013 hasPublicationYear "2016" @default.
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