Exploiting textual structures of technical papers for automatic multi document summarization

... researches on automatic text summarization Since this thesis focuses on the task of summarizing multiple technical papers, the related studies of multi- document summarization and technical paper summarization ... in summarizing multiple technical papers and to provide a basement for further researches An automatic summarization framework for multiple technica...

Ngày tải lên: 11/09/2015, 16:06

... more informative than a baseline summary One-sided t-test, 95% level of significance Factor input summarizer length input: summarizer input: length summarizer:length DF 28 11 306 84 33 Sum of squares ... derive characteristics of inputs difficult for summarization, we first confirm that indeed expected performance is influenced by the input itself We performed analysis of variance...

Ngày tải lên: 20/02/2014, 09:20

... and earth And the earth was void and empty, and darkness was upon the face of the deep; and the spirit of God moved over the waters And God said: Be light made And light was made And God saw the ... both English and Arabic texts of the type analyzed However, English tends to use it more than Arabic The addresser and the addressee are given...

Ngày tải lên: 24/02/2014, 18:20

... coverage of English word types for a given sense than the English side of a particular bilingual dictionary, clusters could be used to unify bitext cooccurrence counts of foreign words with English senses ... method for the induction of word sense inventories, which makes use of aggregate information from a large collection of bilingual dictionaries One p...

Ngày tải lên: 23/03/2014, 19:20

... ix List of Tables 2.1 Published results of state -of- the-art AIA models …………………………….29 2.2 The average number of training images for each class of CMRM…………….30 3.1 Performance comparison of a few ... two strategies of Top N_P and LM (Likelihood Measure) to filter out the low-quality additional images for a concept class by checking the ‘goodness’ of concept annotations...

Ngày tải lên: 12/09/2015, 09:03

... ORGANIZATIONs, and LOCATIONs Indicators of linguistic quality Multiple factors in uence the linguistic quality of text in general, including: word choice, the reference form of entities, and local coherence ... rankings of content The development of automatic linguistic quality measurements will allow researchers to optimize both content and linguistic quality 5.2...

Ngày tải lên: 16/03/2014, 23:20

... hierarchical model and regression model to score sentences in new documents, eliminating the need for building a generative model for new document clusters characterize their candidacy for inclusion ... based on greedy Summary-Focused Hierarchical Model Our MDS system, hybrid hierarchical summarizer, HybHSum, is based on an hybrid learning approach to extract sentences...

Ngày tải lên: 20/02/2014, 04:20

... Klavans, Melissa L Holcombe, Regina Barzilay, MinYen Kan, and Kathleen R McKeown 2001 SIMFINDER: A Flexible Clustering Tool for Summarization In NAACL Workshop on Automatic Summarization, pages ... S IM F INDER Hatzivassiloglou et al (2001) created a set of 10.535 manually marked pairs of paragraphs Two human annotator were asked to judge if the paragraphs contained ’common informat...

Ngày tải lên: 08/03/2014, 01:20

... interactive multi-document summarization system for scientific articles Our evaluation shows that the SciSumm approach to content selection outperforms another widely used multi-document summarization system ... the usability of the SciSumm system using a task based evaluation In the absence of any other multi-document summarization system in the domain of scientific a...

Ngày tải lên: 17/03/2014, 00:20

... the Summarizer of Evaluative Arguments (SEA), by adapting the Generator of Evaluative Arguments (GEA) (Carenini and Moore, expected 2006) a framework for generating user tailored evaluative arguments ... disadvantage of extractionbased approaches is the poor linguistic coherence of the extracted summaries Because of the widespread and well-developed use of sentence extractor...

Ngày tải lên: 24/03/2014, 03:20

... relies more on the Chinese-side information than on the English-side information Therefore, the Chinese-side information is more beneficial than the English-side information In order to show the ... can both-side information for sentence ranking, we be formulated in a recursive form as in the PageRpropose the following two methods to incorporate ank algorithm: the bilingual inf...

Ngày tải lên: 30/03/2014, 21:20

... the ACLIA1 development data for tuning a parameter for our baseline as shown in Section 4.2 (whereas our proposed method is parameter-free), and the ACLIA1 and ACLIA2 test data for evaluating ... Imamura, Genichiro Kikui, and Manabu Okumura 2010 A Web Page Summarization for Mobile Phones Transactions of the Japanese Society for Artificial Intelligence, 25:133–143 Jagadeesh Jaga...

Ngày tải lên: 30/03/2014, 21:20

... Segments A B a C b D c d Sentences Figure 1: Arranging four sentences A, B, C, and D with a bottom-up approach task for computers However, the bottom-up algorithm for arranging sentences can still ... (2002), which groups sentences referring to the same topic To measure the topical closeness of two sentences, we represent each sentence with a vector whose elements correspond...

Ngày tải lên: 31/03/2014, 01:20

Ngày tải lên: 14/11/2014, 08:48

... placed first (out of 40 systems) in the headline (up to 75 characters) summarization task In the area of single-document (monolingual) summarization, Topiary placed first (out of 40 systems) on ... measure On the single-document (cross-lingual) track, Dorr’s team placed 2nd on Rouge measures A preliminary user study where users have to judge the relevance of a document given the...

Ngày tải lên: 07/03/2014, 11:20