SATS: simplification aware text summarization of scientific documents
Farooq Zaman,
Faisal Kamiran,
Matthew Shardlow
et al.
Abstract:Simplifying summaries of scholarly publications has been a popular method for conveying scientific discoveries to a broader audience. While text summarization aims to shorten long documents, simplification seeks to reduce the complexity of a document. To accomplish these tasks collectively, there is a need to develop machine learning methods to shorten and simplify longer texts. This study presents a new Simplification Aware Text Summarization model (SATS) based on future n-gram prediction. The proposed SATS m… Show more
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