investigations on eventbased summarization
Báo cáo khoa học: "Investigations on Event-Based Summarization" pptx
... 2006.c2006 Association for Computational Linguistics Investigations on Event-Based Summarization Mingli Wu Department of Computing The Hong Kong Polytechnic University Kowloon, Hong Kong csmlwu@comp.polyu.edu.hk ... Workshop on Intel-ligent Scalable Text Summarization, 10-17. Ronald Brandow, Karl Mitze, and Lisa F. Rau. 1995. Automatic condensation of electronic publications by sentence selection. Information ... discussed in Section 2. Independent event-based summarization ap-proach is described in Section 3. Relevant event-based summarization approach is described in Section 4. Section 5 presents the...
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Báo cáo khoa học: "Investigations on Word Senses and Word Usages" ppt
... senses as graded, tra-ditional word sense annotation runs the risk of in-troducing bias into the annotation.Comparison to lexical substitutions. There is astrong correlation between both Usim and ... synonymy and near-synonymy (Miller and Charles, 1991; Bybee andEddington, 2006). We focus on polysemy ratherthan synonymy. Our aim will be to use WSsimto determine to what extent annotations ... context of one sentencetaken from the English Internet Corpus (Sharoff,2006). The methodology can only work wherethere are paraphrases, so the dataset only containswords with more than one...
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Báo cáo khoa học: Investigations on the evolutionary conservation of PCSK9 reveal a functionally important protrusion pot
... 2008 The Authors Journal compilation ª 2008 FEBS Investigations on the evolutionary conservation of PCSK9reveal a functionally important protrusionJamie Cameron1, Øystein L. Holla1, Knut ... high similarity tohuman PCSK9 exons 8–12. These putative PCSK9exons have insertions ⁄ deletions and nonsynonymousmutations in regions that are absolutely conserved inall other vertebrates, ... in aconserved protrusion on PCSK9 On the basis of a multiple sequence alignment of 18vertebrate PCSK9 homologs, residue conservationwas mapped onto a PCSK9 structural model with theconsurf...
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Tài liệu Báo cáo khoa học: "Support Vector Machines for Query-focused Summarization trained and evaluated on Pyramid data" ppt
... pyramid evaluation.1 IntroductionMulti-Document Summarization (MDS) is the taskof condensing the most relevant information fromseveral documents in a single one. In terms of theDUC contests1, ... information in the DUC-2006 manual pyramid annotations using SupportVector Machines (SVM). The evaluation, performed on the DUC-2005 data, has allowed us to discoverthe best configuration for ... configuration for training the SVMs.One of the first applications of supervised Ma-chine Learning techniques in summarization was inSingle-Document Summarization (Ishikawa et al.,2002). Hirao...
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Tài liệu Báo cáo khoa học: "A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts" doc
... Opinionextraction and semantic classification of productreviews. In WWW, pages 519–528.Dini, Luca and Giampaolo Mazzini. 2002. Opin-ion classification through information extraction.In Intl. Conf. ... opinions in on- line discus-sion. SIGIR Wksp. on Operational Text Classifi-cation.Turney, Peter. 2002. Thumbs up or thumbs down?Semantic orientation applied to unsupervisedclassification of ... of opinions for multi-perspective question answering. In AAAI SpringSymposium on New Directions in Question An-swering, pages 20–27.Cormen, Thomas H., Charles E. Leiserson, andRonald L....
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TAX HAVEN BANKS AND U. S. TAX COMPLIANCE - PERMANENT SUBCOMMITTEE ON INVESTIGATIONS ppt
... Non-Cooperative Jurisdictions,” BNA Report on International Tax & Accounting, No. ISSN 1522-8800 (10/15/07). 83 See id.; Finance 2007 Hearing on Offshore Tax Evasion, prepared testimony ... instructions from Lonas to send the foundation assets to accounts in Geneva that did not bear the Lowys’ names, LGT telephoned David Lowy twice to confirm the arrangements, recording one of those conversations. ... virtually all were engaged in tax evasion. “Role of U.S. Correspondent Banking in International Money Laundering,” before the Permanent Subcommittee on Investigations, S.Hrg. 107-84 (March 1, 2 and...
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Báo cáo khoa học: "Cross-Language Document Summarization Based on Machine Translation Quality Prediction" pdf
... multilingual information ac-cess. Till now, most previous work focuses on monolingual document summarization, but cross-language document summarization has re-ceived little attention in the past ... translation quality prediction and cross-language summarization, respectively. We discuss in Section 6 and conclude this paper in Section 7. 2 Related Work 2.1 Machine Translation Quality ... summarization methods can be gener-ally categorized into extraction-based methods and abstraction-based methods. In this paper, we focus on extraction-based methods. Extraction-based summarization...
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Báo cáo khoa học: "Text Summarization Model based on Maximum Coverage Problem and its Variant" pot
... of summarization tasks: single-document summarization and multi-document summarization. While single-document summarization is to generate a summary from asingle document, multi-document summarization is ... Second Interna-tional Conference on Human Language TechnologyResearch, pages 52–58.Dou Shen, Jian-Tao Sun, Hua Li, Qiang Yang, andZheng Chen. 2007. Document summarization us-ing conditional ... Understanding Conference. InHLT/NAACL Workshop on Text Summarization. DUC. 2004. Document Understanding Conference. InHLT/NAACL Workshop on Text Summarization. Elena Filatova and Vasileios Hatzivassiloglou....
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Báo cáo khoa học: "Extractive Summarization Based on Event Term Clustering" pptx
... Event-based Extractive Summarization. In Proceedings of ACL 2004 Workshop on Summarization, pp104-111. Hongyuan Zha. 2002. Generic Summarization and keyphrase Extraction using Mutual Reinforcement ... Flexible Clustering Tool for Summarization. In Workshop on Automatic Summarization, NAACL, 2001. Wenjie Li, Wei Xu, Mingli Wu, et al. 2006. Extractive Summarization using Inter- and Intra- ... of the ACL 2007 Demo and Poster Sessions, pages 185–188,Prague, June 2007.c2007 Association for Computational LinguisticsExtractive Summarization Based on Event Term Clustering Maofu Liu1,2,...
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Care and compassion? Report of the Health Service Ombudsman on ten investigations into NHS care of older people pot
... nursing observations were taken and none were recordedReport of the Health Service Ombudsman on ten investigations into NHS care of older people 15 Even as Mr D’s condition deteriorated and ... Ombudsman on ten investigations into NHS care of older people 37 ‘ Reflecting the needs of patients, families and carers’NHS Constitution‘ Our mother continued to suffer for too long’The ... and to respond to them with sensitivity, compassion and professionalism. The reasonable expectation that an older person or their family may have of dignified, pain-free IntroductionThese...
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Báo cáo khoa học: "Assessing the Effect of Inconsistent Assessors on Summarization Evaluation" doc
... based on oneof three regression methods: robust regression, non-negative least squares, or canonical correlation. Theregressions are calculated based on a collection oflinguistic and content ... fairly consistent.5 ConclusionsWe investigated the consistency of human assessorsin the area of summarization evaluation. We con-sidered two ways of measuring assessor consistency,depending on ... measuringevaluation consistency in order to see what effect ithas on summarization evaluation and training of au-tomatic evaluation metrics.2 Assessor consistencyIn the Text Analysis Conference...
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Báo cáo khoa học: "An Integrated Multi-document Summarization Approach based on Word Hierarchical Representation" pot
... multi-document summarization through an integrated framework. The evaluation is conducted on the DUC 2007 data set. 1 Introduction and Background Multi-document summarization requires creating ... based on the constructed hierarchical tree with consideration of the various objectives of multi-document summarization. 2 Word Hierarchical Representation 2.1 Candidate Word Identification ... subsumption relations are found, the tree is constructed by connecting the related words from the first word t1. An example of a tree fragment is demonstrated below. The tree is constructed on...
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Báo cáo khoa học: "Automatic Text Summarization Based on the Global " ppt
... the functionality of summarization and content-based retrieval of tagged documents. This paper focuses on summarization based on this system. The main features of our summariza- tion method ... This paper discusses au- tomatic text summarization based on GDA. Its main features are a domain/style-free algorithm and per- sonalization on summarization which reflects read- ers' interests ... ben=111>brought</v> a present. 3 Text Summarization As an example of a basic application of GDA, we have developed an automatic text summarization system. Summarization generally requires deep se-...
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