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10/15/2021
Modeling Endorsement for Multi-Document Abstractive Summarization
A crucial difference between single- and multi-document summarization is...
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10/08/2020
Learning to Fuse Sentences with Transformers for Summarization
The ability to fuse sentences is highly attractive for summarization sys...
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10/08/2020
A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion
We present an empirical study in favor of a cascade architecture to neur...
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11/23/2019
Joint Parsing and Generation for Abstractive Summarization
Sentences produced by abstractive summarization systems can be ungrammat...
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10/01/2019
Analyzing Sentence Fusion in Abstractive Summarization
While recent work in abstractive summarization has resulted in higher sc...
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05/31/2019
Scoring Sentence Singletons and Pairs for Abstractive Summarization
When writing a summary, humans tend to choose content from one or two se...
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05/31/2019
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization
The most important obstacles facing multi-document summarization include...
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08/19/2018
Automatic Detection of Vague Words and Sentences in Privacy Policies
Website privacy policies represent the single most important source of i...
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08/19/2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization
Generating an abstract from a set of relevant documents remains challeng...
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06/14/2018