Google的PGN使用 copy mechanism和Coverage mechanism，能对于未遇见过的词直接复制用于生成部分，比如上面的...
快速阅览文中的Section 2 DISTANCE-AUGMENTED SINGLE-DOCUMENT SUMMARIZATION 不难发现不同于其他工作,本文并没有考虑其他粒度(Granularity)的节点设定,如结构方面的文本(Text)、篇章(Section)、自然段(Paragraph)、词(Word)等,语义方面的主题(Topic)、语义(Semantic)等。 个人感觉,对于Text Summ这个Task,如何设置Granular...
中文文本生成(NLG)之文本摘要(text summarization)工具包, 语料数据(corpus data), 抽取式摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。(graph,feature,topic model,summarize tool or tookit) - y
어떻게 하면 더 좋은 요약문을 생성해낼 수 있을까요? Transfer Learning 최근 NLP에서 Pretraining model을 이용하는 것은 거의 default가 되었습니다. 그렇다면 Text Summarization에서 좀 더 좋은 성능을 보...
基于以下三篇论文汇总了当前文本摘要在数据集和自动评价指标上的困境Neural Text Summarization: A Critical Evaluation, Salesforce Research, EMNLP 2019 SummEval: Re-evaluating Summarization Evaluation, Yale and Development of Neural Network Models in Text Summarization - 4 本系列博文主要介绍了在文本摘要领域...
AAAI Spring Symposium (1998) on Intelligent Text Summarization: To order a copy of the proceedings, go to theAAAI site ACL-EACL'97 Workshop on Intelligent Scalable Text Summarization Dagstuhl Seminar - 1993 Resources and Archives (November 21, 2003)The CSTBank corpus for multiple document summariz...
This package does not have a README. Add a README to your package so that users know how to get started. Readme Keywords text summrizerPackage Sidebar Install npm i text-summarizerly Repository github.com/madman9494/text-summarizer Homepage github.com/madman9494/text-summarizer#readme Weekly ...
To reduce such adverse impacts, we propose a novel fairness-preserving summarization algorithm 'FairSumm' which produces high-quality summaries while ensuring fairness. To our knowledge, this is the first attempt to produce fair summarization, and is likely to open up an interesting research ...
Datasets Edit MIMIC-III CORD-19 S2ORC BLUE MeQSum PubMedCite CHQ-Summ Results from the Paper Edit Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers. Methods Edit ...
SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression. arXiv:2007.08954v2, SIGIR 2020. Nisan Stiennon, Long Ouyang, Jeff Wu, Daniel M. Ziegler, Ryan Lowe, Chelsea Voss, Alec Radford, Dario Amodei, Paul Christiano. Learning to summarize from human feedback. arXiv:...