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Natural laNguage geNeratioN, ParaPhrasiNg aNd summarizatioN of user reviews with recurreNt Neural Networks
| Content Provider | Semantic Scholar |
|---|---|
| Author | Сетей, Нейронных |
| Copyright Year | 2015 |
| Abstract | Multi-Document summarization and sentence generation are important challenges in natural language processing. This paper presents recurrent neural network (RNN) architecture capable of producing abstractive document summaries, as well as generating novel paraphrases of input sentences in the same language. We demonstrate practical application of our system on the task of multiple consumer reviews summarization. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://www.meanotek.ru/files/TarasovDS(2)2015-Dialogue.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |