Knowledge-guided unsupervised rhetorical parsing for text summarization

Automatic text summarization (ATS) has recently achieved impressive performance thanks to recent advances in deep learning and the availability of large-scale corpora. However, there is still no guarantee that the generated summaries are grammatical, concise, and convey all salient information as th...

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Veröffentlicht in:	Information systems (Oxford) 2020-12, Vol.94, p.101615, Article 101615
Hauptverfasser:	Hou, Shengluan, Lu, Ruqian
Format:	Artikel
Sprache:	eng
Schlagworte:	Attentional encoder–decoder Automatic text summarization Coders Deep learning Domain knowledge base Domains Information systems Knowledge bases (artificial intelligence) Natural language processing Rhetorical structure theory Trees
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