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Multi-document summarization - Wikipedia
The multi-document summarization technology is now coming of age - a view supported by a choice of advanced web-based systems that are currently available. Ultimate Research Assistant [2] - performs text mining on Internet search results to help summarize and organize them and make it easier for the user to perform online research.
Unsupervised Summarization by Jointly Extracting Sentences ...
We present RepRank, an unsupervised graph-based ranking model for extractive multi-document summarization in which the similarity between words, sentences, and word-to-sentence can be estimated by the distances between their vector representations in a unified vector space. In order to obtain desirable representations, we propose a self-attention based learning method that represent a sentence ...
arXiv:2009.07481v1 [cs.CL] 16 Sep 2020
and paste based text summarization. In NAACL. Alex Kulesza and Ben Taskar. 2012. Determinantal point processes for machine learning. Foundations and Trends in Machine Learning, 1:123–286. Chen Li, Yang Liu, and Lin Zhao. 2015. Using exter-nal resources and joint learning for Bigram weight-ing in ILP-based multi-document summarization. In NAACL....
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