Anyone interested in this topic is welcomed to join us.
the following is the abstract for this week\u2019s paper.<\/p>\n\n\n\n

\n\t\t

\n\t\t\tA Selectable and Interactive Model for Abstractive Summarization\n\t\t<\/p>\n\t\t

\n\t\t\tXi Zhang\n\t\t<\/p>\n\t\t

\n\t\t\tAbstract\n\t\t<\/p>\n\t\t

\n\t\t\t Sequence-to-sequence neural networks with\nattention have been widely used in text summarization as the amount of textual\ndata has exploded in recent years. The traditional approach to automatic\nsum-marization is based only on word attention and most of them focus on\ngenerating a single sentence summarization. In this work, we propose a novel\nmodel with a dual attention that considers both sentence and word information\nand then generates a multi-sentence summarization word by word. Additionally,\nwe enhance our model with a copy-generator network to solve the\nout-of-vocabulary (OOV) problem. The model shows signif-icant performance gains\non the CNN\/DailyMail corpus compared with the baseline model. Experimental\nresults demonstrate that our method can obtain ROUGE-1 points of 37.48, ROUGE-2\npoints of 16.40 and ROUGE-L points of 34.36. Our work shows that several\nfeatures of our proposed model contribute to further improvements in\nperformance.<\/span>\n\t\t<\/p>\n\t\t

\n\t\t\t<\/span>\n\t\t<\/p>\n\t<\/div>\n<\/p>\n\n\n\n\n\n\n\n

NLPIR SEMINAR 17th ISSUE COMPLETED<\/h2>\n\n\n\n
Last Monday, Xi Zhang<\/strong> gave a presentation about the paper, A Selectable and Interactive Model for Abstractive Summarization<\/strong>, and shared some opinion on it.<\/p>\n\n\n\n
$\"\"$
Zhang is talking his paper.<\/figcaption><\/figure><\/div>\n\n\n\n
After the presentation, Zhang. talked some details about his work. He made it clear that the model is not for Chinese but for English and the idea was inspired by previous models published by others.<\/p>\n","protected":false},"excerpt":{"rendered":"
NLPIR SEMINAR Y2019#4 INTRO\ufeff &nbsp … \u7ee7\u7eed\u9605\u8bfb →<\/span><\/a><\/p>\n","protected":false},"author":862,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[37,38],"tags":[],"_links":{"self":[{"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/posts\/6711"}],"collection":[{"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/users\/862"}],"replies":[{"embeddable":true,"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/comments?post=6711"}],"version-history":[{"count":9,"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/posts\/6711\/revisions"}],"predecessor-version":[{"id":6750,"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/posts\/6711\/revisions\/6750"}],"wp:attachment":[{"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/media?parent=6711"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/categories?post=6711"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/tags?post=6711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}