reinforcement approach for simultaneous document summarization
Tài liệu Báo cáo khoa học: "A Hybrid Hierarchical Model for Multi-Document Summarization" ppt
... scores0.430.200.03..Figure 3: Flow diagram for Hybrid Learning Algorithm for Multi -Document Summarization. 7 ConclusionIn this paper, we presented a hybrid model for multi -document summarization. We demonstratedthat ... Association for Computational Linguistics, pages 815–824,Uppsala, Sweden, 11-16 July 2010.c2010 Association for Computational LinguisticsA Hybrid Hierarchical Model for Multi -Document Summarization Asli ... multi -document sum-marization. In this paper, we formulate ex-tractive summarization as a two step learn-ing problem building a generative model for pattern discovery and a regressionmodel for...
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USE OF MINIMAL LEXICAL CONCEPTUAL STRUCTURES FOR SINGLE-DOCUMENT SUMMARIZATION doc
... license for English and Spanish parsers.2. Update the host/port in the files fdges-client.pl (for Spanish) and fdgen-client.pl (for English). The current valuesshould look like this for fdges-client.pl:$remote ... 2004USE OF MINIMAL LEXICAL CONCEPTUAL STRUCTURES FOR SINGLE -DOCUMENT SUMMARIZATION Bonnie J. Dorr, Nizar Y. Habash, and Christof MonzInstitute for Advanced Computer StudiesUniversity of MarylandCollege ... addition, for cross-lingual headline summarization, it allows user who does not understand the language in which theoriginal document was authored, to assess quickly, whether it relevant enough for...
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Tài liệu Báo cáo khoa học: "Can you summarize this? Identifying correlates of input difficulty for generic multi-document summarization" docx
... input for summarization. For example, related documents that need to summa-rized could be split into smaller subsets that are moreamenable to summarization or routed to an appropri-ate summarization ... issue.Even systems that perform well on average pro-duce summaries of poor quality for some inputs. For this reason, understanding what aspects of the in-put make it difficult for summarization becomes ... givesthe necessary power to perform statistical test for significance, confirming the difference in coveragescores for the two groups. This is not surprising: asummary of documents describing multiple...
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Báo cáo khoa học: "Creating a Gold Standard for Sentence Clustering in Multi-Document Summarization" potx
... in information overlap.Multi -Document Summarization (MDS) can helpto reduce the amount of documents a user has toread to keep informed. In contrast to single doc-ument summarization information ... thatall important information from the documents iscovered by your clusters. If you feel that a veryimportant topic is not expressed in your clusters,look for evidence for that information in the ... clusterlabel for a sentence. In this approach only sen-tences within the same document and even withinthe same paragraph are clustered together whereasour approach is to find similar information...
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Báo cáo khoa học: "A Multi-Document Summarization System for Scientific Article" docx
... articles. Our evaluation shows that theSciSumm approach to content selection outperformsanother widely used multi -document summarization system for this summarization task.Our long term goal is ... multi -document summary fromthe text closest to the citation.6 Conclusion And Future WorkIn this demo, we present SciSumm, which is an in-teractive multi -document summarization system for scientific ... WorkSurprisingly, not many approaches to the problem of summarization of scientific articles have been pro-posed in the past. Qazvinian et al. (2008) presenta summarization approach that can be seen...
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USING THE ANALYTIC HIERARCHY PROCESS APPROACH FOR ASSESSMENT OF THE STRENGTH OF UNIVERSITY-INDUSTRY-GRI COOPERATION IN VIETNAM
... individual involvement in the linkage. Linkages are also classified into Formal and Informal types. Formal CooperationFormal linkage refers to institutional built linkage. Activities are carried ... Informal linkages are mostly based on mutual trust and personal approach. The most common indication of informal linkage is that budget or funding linkage is managed only by one side.Informal ... examples. Forums for idea exchange, ad hoc interest groups formed to discuss some topical issue, and industrial advisory boards are further example [14]. Analogous relationships often form between...
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Pseudo vector control – an alternative approach for brushless DC motor drives
... Pseudo-vector Control – An Alternative Approach for Brushless DC Motor Drives Cao-Minh Ta, Senior Member, IEEE Abstract- This paper provides an alternative approach called "Pseudo-Vector ... high-performance vector control method. Vector control method cannot however be utilized for BLDCMs, due to the fact that terminal variables (currents, voltages) and back-EMFs wave-form are ... alternative approach to reduce torque ripple in BLDCM drive. Instead of conventional square-wave form, the method uses the principle of vector control to optimally design the wave-form of reference...
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Tài liệu Focusing Resources on Effective School Health: A FRESH Approach for Achieving Education for All doc
... the FRESH approach depends on, and seeks to benefit, the community as a whole. Adult education and FRESH are thus mutually reinforcing strategies for the achievement of Education for All. ... centres for learning not just for children, but for the community as a whole. The FRESH supporting strategies describe how parents, students and the community at large can participate in this effort. ... priority targets for renewed efforts to achieve Education for All, are likely to be the least healthy and most malnourished of new school enrolees. To protect their investment in efforts to increase...
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Tài liệu Báo cáo khoa học: A systems biology approach for the analysis of carbohydrate dynamics during acclimation to low temperature in Arabidopsis thaliana doc
... patternsearch method for bound constrained gloabal optimiza-tion. J Glob Optim 39 , 197–219.34 Schmidt H & Jirstrand M (2006) Systems Biology Tool-box for MATLAB: a computational platform for research ... electrode. For starch extraction, pellets for ethanol extraction weresolubilized by heating them to 95 °Cin0.5m NaOH for 30 min. After acidification with 1 m CH3COOH, thesuspension was digested for ... rates of carbon uptakebefore and during the first day of cold acclimation.After 3 days of cold exposure, the mean rate of carbonuptake was significantly lower for C24 than for Rsch(P = 0.03), and...
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Tài liệu Báo cáo khoa học: "Support Vector Machines for Query-focused Summarization trained and evaluated on Pyramid data" ppt
... automatic scor-ing method for pyramid evaluation.1 IntroductionMulti -Document Summarization (MDS) is the taskof condensing the most relevant information fromseveral documents in a single one. ... information to be included in a query-focused summary. Several SVMs aretrained using information from pyramidsof summary content units. Their per-formance is compared with the best per-forming ... fluent answer to aneed for information”, described by a short query(two or three sentences). DUC participants have tosynthesize 250-word sized summaries for fifty setsof 25-50 documents in answer...
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- approach for the morphologic
- an approach for morphologically rich languages
- pivot approach for extracting paraphrase patterns
- a new approach to improving multilingual summarization
- topicspam a topicmodel based approach for spam detection
- reinforcement learning for joint radio resource management in lteumts scenarios
- towards a rulebased approach for contextaware applications
- a new approach to improving multilingual summarization using a genetic algorithm
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