2021
DOI: 10.22452/mjcs.vol34no4.3
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Feature Selection and Classification Integrated Method for Identifying Cited Text Spans for Citances on Imbalanced Data

Abstract: Recent studies in scientific paper summarization have explored a new form of structured summary for a reference paper by grouping all cited and citing sentences together by facet. This involves three main tasks: (1) identifying cited text spans for citances (i.e., citing sentences), (2) classifying their discourse facets, and (3) generating a structured summary from the cited text spans and citances. This paper focuses on the first task, and approaches the task as binary classification to distinguish relevant … Show more

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“…Summarizing lengthy materials like scientific papers is one of the most challenging ATS tasks since it requires producing concise yet thorough summaries of the essential components of the large text [30]. The divide and conquer technique approach is utilized in long article text summarization in [31] to cover essential details in long academic articles.…”
Section: Divide and Conquermentioning
confidence: 99%
“…Summarizing lengthy materials like scientific papers is one of the most challenging ATS tasks since it requires producing concise yet thorough summaries of the essential components of the large text [30]. The divide and conquer technique approach is utilized in long article text summarization in [31] to cover essential details in long academic articles.…”
Section: Divide and Conquermentioning
confidence: 99%