Arabic/English multi-document summarization with CLASSY-the past and the future
[PDF] from psu.eduJ Schlesinger, D O'Leary... - Computational Linguistics and ..., 2008 - Springer
... doc- uments. CLASSY has performed well in the Document Understanding
Conference (DUC) evaluations and the Multi-lingual (Arabic/English) Summarization
Evaluations (MSE). We present a description of CLASSY. We ...
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[PDF] CLASSY 2009: Summarization and Metrics
[PDF] from umd.eduJM Conroy, JD Schlesinger... - ... Text Analysis Conference ( ..., 2009 - cs.umd.edu
This year the CLASSY team participated in the update summary task and made four
submissions to summarization evaluation (AESOP). Our AESOP submissions used
combinations of ROUGE scores along with an update (or newness) score. We also use ...
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[PDF] Classy at TAC 2008 metrics
[PDF] from nist.govJ Conroy... - Proceedings of the Text Analysis Conference ( ..., 2008 - nist.gov
CLASSY (Clustering, Linguistics, and Statistics for Summarization Yield) is the summa- rization
system developed mainly1 by IDA/Center for Computing Sciences. We partici- pated in both
the update summary and the opinion summary tasks for TAC this year. This paper will ...
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Nouveau-rouge: A novelty metric for update summarization
[PDF] from 212.3.125.93JM Conroy, JD Schlesinger... - Computational Linguistics, 2011 - MIT Press
... In 2007, DUC (Document Understanding Conference) introduced an update summarization task,
repeated in 2008 for TAC (Text Analysis Conference).1 This ... CLASSY 2007 at DUC 2007 ... In
Proceedings of the Seventh Document Understanding Conference (DUC), Rochester, NY ...
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[PDF] Classy 2007 at DUC 2007
[PDF] from nist.govJM Conroy, JD Schlesinger... - ... Understanding ..., 2007 - www-nlpir.nist.gov
Abstract The IDA/CCS summarization system, CLASSY (Clustering, Linguistics, And
Statistics for Summarization Yield), was enhanced in several areas for this year's DUC. Our
sentence splitting and trimming algorithms continue to be improved. Signature terms were ...
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RCSUM: To build a summarization system directly generating summaries with evaluation metrics
J Chen, T He, Z Gui, L Ma... - ... Language Processing and ..., 2008 - ieeexplore.ieee.org
... 1. Introduction The Document Understanding Conference (DUC2 ) ... CLASSY 2006 [7] modeled
the set of terms (vocabulary) that was likely to occur in a sample of human summaries and
produced a system with the best known performance for DUC 2006. ...
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Exploiting the Role of Named Entities in Query-Oriented Document Summarization
[PDF] from washington.eduW Li, F Wei, O You, Q Lu... - PRICAI 2008: Trends in Artificial ..., 2008 - Springer
... 141-148 (2005) 2. Conroy, JM, Schlesinger, JD: CLASSY Query-Based Multi-Document
Summarization. In: Proceedings of Document Understanding Conferences 2005 (2005) 3. Doran,
W., Newman, E., Stokes, N., Dunnion, J., Carthy, J.: IIRG-UCD at DUC 2005. ...
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[PDF] Exploiting higher-level semantic information for the opinion-oriented summarization of blogs
[PDF] from g-sidorov.orgA BALAHUR, M KABADJOV... - International Journal ..., 2010 - cicling-org.g-sidorov.org
... In Proceedings of the Language and Technology Conference (LTC 2009) 15. Conroy, J. and
Schlesinger, S. Classy at TAC 2008 metrics. In Proceedings of the Text Analysis Conference,
organized by the National Institute of Standards and Technology,(2008) 16. ...
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Personalized PageRank based multi-document summarization
Y Liu, X Wang, J Zhang... - Semantic Computing and ..., 2008 - ieeexplore.ieee.org
... 2003, pp. 235-238. [11] JM Conroy and JD Schlesinger, CLASSY query-based
multi-document summarization, In Proceedings of Document Understanding
Conference 2005, October 9-10, 2005, Vancouv- er, Canada. [12] J ...
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[PDF] The Italica system at TAC 2008 opinion summarization task
[PDF] from nist.govF Cruz, JA Troyani, J Ortega... - ... of the Text Analysis Conference ..., 2008 - nist.gov
... [2] Kirk Roberts Andrew Hickl and Finley Lacatusu. LCC's GISTexter at DUC 2007.
Machine Reading for Update Summarization. In Proceeding of the Document
Understanding Conference 2007, 2007. [3] Yllias Chali and Shafiq R. Joty. ...
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Sentiment Intensity: Is It a Good Summary Indicator?
M Kabadjov, A Balahur... - Human Language Technology. ..., 2011 - Springer
... For the first time in 2008 there was a Summarisation Opinion Pilot track at the Text Analysis
Conference organised by the US National ... some added new features (sentiment, pos/neg sentiment,
pos/neg opinion) to account for positive or negative opin- ions - CLASSY [7], CCNU ...
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[PDF] Using coreference links and sentence compression in graph-based summarization
[PDF] from meertaligonderwijs.beI Hendrickx... - ... of the Text Analysis Conference ( ..., 2008 - meertaligonderwijs.be
... Ph.D. thesis, Twente University, Twente. JM Conroy, JD Schlesinger, D. O ´Leary, and J. Gold-
stein. 2006. Back to basics: Classy 2006. In Proceed- ings of the 2006 Document Understanding
Conference (DUC 2006). W. Daelemans, J. Zavrel, P. Berck, and S. Gillis. 1996. ...
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Chinese multi-document summarization based on Topic Detection technology
M Liu... - ... and Industrial Applications, 2009. PACIIA 2009 ..., 2009 - ieeexplore.ieee.org
... April, 2003 [8] JM Conroy, JD Schlesinger. CLASSY 2007 at DUC 2007. In Proceedings
of the 2007 Document Understanding Conference(DUC 2007), New York, 2007 [9] SB
Goldensohn, D. Evans, etal. Columbia University atDUC 2004. ...
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Text summarization model based on the budgeted median problem
[PDF] from fiu.eduH Takamura... - Proceeding of the 18th ACM conference on ..., 2009 - dl.acm.org
... These methods were mentioned in Section 2. For CLASSY, we obtained the DUC official
results. ... Springer, 2004. [4] Document Understanding Conference. HLT/NAACL Workshop
on Text Summarization, 2004. [5] E. Filatova and V. Hatzivassiloglou. ...
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Single-document and multi-document summarization techniques for email threads using sentence compression
[PDF] from psu.eduDM Zajic, BJ Dorr... - Information Processing & Management, 2008 - Elsevier
... 91-100). Banff, Alberta, Canada. Conroy et al., 2006 Conroy, JM, Schlesinger, JD, OLeary, DP,
& Goldstein, J. (2006). Back to basics: CLASSY 2006. In Proceedings of the 2006 document
understanding conference (DUC 2006) at HLT/NAACL 2006. New York, NY. ...
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Towards building a competitive opinion summarization system: challenges and keys
[PDF] from aclweb.orgE Lloret, A Balahur, M Palomar... - Proceedings of Human ..., 2009 - dl.acm.org
... While most participants added new features (sentiment, pos/neg sentiment, pos/neg opinion)
to account for the presence of positive opinions or negative ones - CLASSY (Conroy and
Schlessinger, 2008); CCNU (He ... In Proceedings of the Text Analysis Conference (TAC), 2008. ...
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[PDF] Googling answers' models in question-focused summarisation
[PDF] from psu.eduE Alfonseca12, M Okumura, JM Guirao... - 2006 - Citeseer
... In Proceedings of the Document Understand- ing Conference-2005. F. Lacatusu, A. Hickl, P.
Aarseth, and L. Taylor. 2005. Lite-GISTexter at DUC 2005. In Proceedings of the Document
Understanding Conference-2005. TK Landauer and ST Dumais. 1997. ...
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Satisfying information needs with multi-document summaries
[PDF] from languagecomputer.comS Harabagiu, A Hickl... - Information Processing & Management, 2007 - Elsevier
... question-answering (Q/A), its multi-document summarization system, known as Lite-GISTexter,
uses a battery of lightweight natural language processing techniques for relevance estimation
first developed for the Document Understanding Conference (DUC) summarization ...
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Multi-candidate reduction: Sentence compression as a tool for document summarization tasks
[PDF] from umd.eduD Zajic, BJ Dorr, J Lin... - Information Processing & ..., 2007 - Elsevier
... A key innovation of this work-tested for the first time in 2005 at the Document Understanding
Conference (DUC-2005) (Zajic, Dorr, Schwartz, Monz ... 2000) and also in multi-document
summarization systems such as SC (Blair-Goldensohn et al., 2004) and CLASSY ([Conroy et ...
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QueSTS: A query specific text summarization system
[PDF] from washington.eduM Sravanthi, CR Chowdary... - Proceedings of the 21st ..., 2008 - aaai.org
... John M. Conroy, JDS, and Stewart, JG 2005. CLASSY query-based multi-document
summarization. Proceedings of the Document Understanding Conference (DUC).
Luhn, HP 1958. The automatic creation of literature ab- stracts. ...
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Ikhtasir-A user selected compression ratio Arabic text summarization system
A Azmi... - Natural Language Processing and ..., 2009 - ieeexplore.ieee.org
... [5] FS Douzidia and G. Lapalme, "Lakhas, an Arabic Summarization System." In Proceedings
of 2004 Document Understanding Conference (DUC2004), Boston, MA, 2004. [6] JM Conroy,
DP O'Leary, and JD Schlesinger, "CLASSY Arabic and English Multi-Document ...
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Improving Update Summarization by Revisiting the MMR Criterion
[PDF] from arxiv.orgF Boudin, JM Torres-Moreno... - Arxiv preprint arXiv:1004.3371, 2010 - arxiv.org
... Conference (TAC) 2008 update summarization track5 conducted by the National Institute of
Standards and Technology (NIST). The following subsections present details of the different
experiments. 4.1 The TAC 2008 update track Piloted in Document Understanding Conference ...
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[PDF] Framework for Abstractive Summarization using Text-to-Text Generation
[PDF] from aclweb.orgPE Genest... - ACL HLT 2011, 2011 - newdesign.aclweb.org
... John M. Conroy, Judith D. Schlesinger, Peter A. Rankel, and Dianne P. O'Leary. 2010. CLASSY
2010: Sum- marization and metrics. In Proceedings of the Third Text Analysis Conference,
Gaithersburg, Maryland, USA. National Institute of Standards and Technology. ...
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Two-stage sentence selection approach for multi-document summarization
S Zhang, T Zhao, D Zheng... - Journal of Electronics (China), 2008 - Springer
... [6] G. Erkan and GR Radev. The University of Michigan at DUC'2004. Proceedings of
the 2004 Document Understanding Conference (DUC'2004), Boston, MA, May 6-7,
2004. [7] L. Finley, H. Andrew, et al. Lite-GISTexter at DUC'2004. ...
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MUDOS-NG: Multi-document Summaries Using N-gram Graphs (Tech Report)
[PDF] from arxiv.orgG Giannakopoulos, G Vouros... - Arxiv preprint arXiv: ..., 2010 - arxiv.org
... systems have been developed and presented, especially within such endeavors as the Document
Understanding Conferences (DUC) and Text Analysis Conferences (TAC)1. The ... The CLASSY
system (eg, see [Conroy et al., 2007], [Conroy et al., 2009]) extracts fre- quently ...
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Mind the gap: Dangers of divorcing evaluations of summary content from linguistic quality
[PDF] from aclweb.orgJM Conroy... - ... of the 22nd International Conference on ..., 2008 - dl.acm.org
... CLASSY 2007 at DUC 2007. In Proceedings of the Seventh Document Understand- ing
Conference (DUC), Rochester, New York. Dang, Hoa Trang. 2006. Overview of DUC 2006. In
Proceedings of the Sixth Document Understanding Conference (DUC), New York City, New ...
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[PDF] Multiple alternative sentence compressions and word-pair antonymy for automatic text summarization and recognizing textual entailment
[PDF] from umd.eduS Mohammad, B Dorr, M Egan... - ... Analysis Conference ( ..., 2008 - umiacs.umd.edu
... John M. Conroy, Judith D. Schlesinger, Dianne P. O'Leary, and J. Goldstein. 2006. Back to basics:
CLASSY 2006. In Proceedings of the NAACL-2006 Document Understanding Conference
Workshop, New York, New York. David A. Cruse. 1986. Lexical semantics. ...
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Summarizing threads in blogs using opinion polarity
[PDF] from aclweb.orgA Balahur, E Lloret, E Boldrini, A Montoyo... - Proceedings of the ..., 2009 - dl.acm.org
Page 1. Events in Emerging Text Types (eETTs) - Borovets, Bulgaria, pages 23-31 Summarizing
Threads in Blogs Using Opinion Polarity Alexandra Balahur1,2, Elena Lloret1, Ester Boldrini1,
Andrés Montoyo1, Manuel Palomar1, Patricio Martínez-Barco1 ...
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Topic-focused multi-document summarization using an approximate oracle score
[PDF] from upenn.eduJM Conroy, JD Schlesinger... - ... of the COLING/ACL on Main ..., 2006 - dl.acm.org
... D. Schlesinger and Jade Goldstein and Dianne P. O'Leary, Left- Brain Right-Brain Multi-Document
Summariza- tion, Document Understanding Conference 2004 http://duc.nist.gov/ 2004 John M.
Conroy and Judith D. Schlesinger and Jade Goldstein, CLASSY Tasked Based ...
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[PDF] Ictcas's ictgrasper at tac 2008: Summarizing dynamic information with signature terms based content filtering
[PDF] from nist.govJ Zhang, X Cheng, H Xu, X Wang... - ... First Text Analysis Conference ..., 2008 - nist.gov
... achieved very competitive results. 1 Introduction Every year, Document Understanding
Conferences (DUC1) evaluates competing research groups' sum- marization systems
on a set of summarization tasks. Piloted in DUC 2007 ...
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[PDF] Generating update summaries with spreading activation
[PDF] from h-its.orgV Nastase, K Filippova... - ... of the Text Analysis Conference, 2008 - h-its.org
... EML Research has participated in the update task of the Text Analysis Conference (TAC) 2008,
for topic-driven multi-document update summarization. ... in Figure 1 a topic from the training data
for the update pilot task from the Document Understanding Conference (DUC) 2007. ...
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Summarizing short stories
[PDF] from aclweb.orgA Kazantseva... - Computational Linguistics, 2010 - dl.acm.org
... 2 These systems are GISTexter (Harabagiu, Hickl, and Lacatusu 2007) and CLASSY
(Schlesinger, O'Leary, and Conroy 2008; Conroy, Schlesinger, and O'Leary 2007). See Section
6 for details. 75 Page 6. Computational Linguistics Volume 36, Number 1 ...
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Update summarization based on novel topic distribution
[PDF] from nist.govJ Steinberger... - Proceedings of the 9th ACM symposium on ..., 2009 - dl.acm.org
... Document Understanding Conference (DUC) series [1] to evaluate automatic text summarization.
Its goal is to further progress in summarization and enable researchers to participate in
large-scale experiments. Since 2008 DUC has moved to TAC (Text Analysis Conference) [2 ...
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A query-based multi-document sentiment summarizer
MS Pera, R Qumsiyeh... - Proceedings of the 20th ACM ..., 2011 - dl.acm.org
... 3.1 Dataset We rely on the benchmark dataset set up for the Opinion Sum- marization
Pilot task of the 2008 Text Analysis Conference, de- noted TAC-08, which includes a set
of 87 (squishy-list) questions, to assess the effectiveness of QMSS. ...
Import into BibTeX
SemanticRank: ranking keywords and sentences using semantic graphs
[PDF] from unit.noG Tsatsaronis, I Varlamis... - Proceedings of the 23rd ..., 2010 - dl.acm.org
... text. The Document Understanding Conference (DUC) 3 series have provided
benchmarN data sets with documents and manually generated summaries, which
can be used for the evaluation of any automatic text summarizer. ...
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Measuring Relevance with Named Entity Based Patterns in Topic-Focused Document Summarization
F Wei, W Li... - ... NLP-KE 2007. International Conference on, 2007 - ieeexplore.ieee.org
Page 1. Measuring Relevance with Named Entity Based Patterns in Topic-Focused
Document Summarization 1,2 2 Furu WEIt , Wenjie LI , Yanxiang HE1 Department of
Computer Science and 2Department of Computing Technology ...
Import into BibTeX
Local Popularity based Page Link Analysis
[PDF] from arxiv.orgCR Chowdary - Arxiv preprint arXiv:1003.5042, 2010 - arxiv.org
... 7. REFERENCES [1] John M Conroy, Judith D Schlesinger, and Jade Goldstein Stewart.
CLASSY query-based multi-document summarization. Proceedings of the Document
Understanding Conference (DUC) 2005, 2005. [2] Jon M. Kleinberg. ...
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Une Méthode Contextuelle d'Extension de Requête avec des Groupements de Mots pour le Résumé Automatique
[PDF] from pascal-network.orgJF Pessiot, YM Kim, M Amini, N Usunier... - 2008 - eprints.pascal-network.org
... lip6.fr RÉSUMÉ. Dans cet article nous décrivons les différentes étapes de construction
du système de résumé extractif du LIP6 utilisé lors de la compétition Document
Understanding Conferences (DUC2007). Ce système repose ...
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Evaluating automatically generated user-focused multi-document summaries for geo-referenced images
[PDF] from ntu.edu.twA Aker... - Proceedings of the Workshop on Multi-source ..., 2008 - dl.acm.org
... Conroy M, John and Schlesinger D, Judith and Stew- art G, Jade 2005. CLASSY query-based
multi- document summarization. Proc. ... Multi- document summarization by cluster/profile relevance
and redundancy removal. Document Understanding Conference (DUC04). ...
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Text summarization model based on maximum coverage problem and its variant
[PDF] from aclweb.orgH Takamura... - Proceedings of the 12th Conference of the ..., 2009 - dl.acm.org
... Both relevance and redun- dancy are taken into consideration, but no global viewpoint
is given. In CLASSY, which is the best-performing method in DUC'04, Conroy et al.
(2004) scored sentences with the sum of tf-idf scores of words. ...
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[HTML] Resúmenes de textos: nuevos retos en la Web 2.0
[HTML] from scielo.org.arE Lloret... - Subjetividad y procesos cognitivos, 2010 - SciELO Argentina
... 8. Conroy, JM and Schlesinger, JD (2008). "CLASSY at TAC 2008 metrics". In Proceedings of
the Text Analysis Conference (TAC). 9. He, T.; Chen, J.; Gui, Z. and Li, F. (2008). "CCNU at TAC
2008: Proceeding on Using Semantic Method for Automated Summarization Yield". ...
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[PDF] Text summaries: new challenges in Web 2.0
[PDF] from scielo.org.arE Lloret... - Subjetividad y procesos cognitivos, 2010 - SciELO Argentina
... Conroy, JM and Schlesinger, JD (2008). "CLASSY at TAC 2008 metrics". In Proceedings of the
Text Analysis Conference (TAC). He, T.; Chen, J.; Gui, Z. and Li, F. (2008). "CCNU at TAC 2008:
Proceeding on Using Semantic Method for Automated Summarization Yield". ...
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An Extractive Text Summarizer Based on Significant Words
X Liu, J Webster... - ... of Oriental Languages. Language Technology for ..., 2009 - Springer
... Document Understanding Conference (DUC)3 is aimed at providing a text summarization and
evaluation platform with large-scale document sets available and enabling ... 16(1), 22-29 (1990)
4. Conroy, JM, Schlesinger, JD, O'Leary, DP, Goldstein, J.: Back to basics: Classy 2006 ...
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[PDF] An optimized dual classification system for Arabic extractive generic text summarization
[PDF] from rdi-eg.comI Sobh, N Darwish... - Proc. of the 7th Conf. on Lang. Eng., ..., 2009 - rdi-eg.com
... DUC Document Understanding Conference GP Genetic Programming GA Genetic Analysis IDF
Inverse Term Frequency IR Information Retrieval LDA Linear Discriminative Analysis LSA Latent
Semantic Analysis LSI Latent Semantic Indexing MAP Maximum a posteriori MCS ...
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[PDF] A Multi-Document Multi-Lingual Automatic Summarization System
[PDF] from aclweb.orgMA Honarpisheh, G Ghassem-Sani... - Proceedings of the 3rd ..., 2008 - aclweb.org
... Lacatusu, F., Hickl, A., Roberts, K., Shi, Y., Bensley, J., Rink, B., Wang, P., Taylor, L.: LCC's
GISTexter at DUC 2006: Multi-Strategy Multi-Document Summa- rization, Document
Understanding Conference (2006) Lin, CY, Hovy, E.: From single to multi-document summarization: ...
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[PDF] XML ???????????
[PDF] from arocmag.com???, ???... - ???????, 2009 - arocmag.com
... C.CL research summarization in DUC 2006: an easier task, an easier method[C]//
Proc of Document Understanding Conference.2006. [41 ... Understanding Conference.2007.
[45] CONROY J M, SCHLESINGER J D,O' LEARY D P,et al.Classy 2007 at ...
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[PDF] Multiple alternative sentence compressions for automatic text summarization
[PDF] from desilinguist.orgN Madnani, D Zajic, B Dorr, NF Ayan... - Proceedings of DUC, 2007 - desilinguist.org
... John M. Conroy, Judith D. Schlesinger, Dianne P. O'Leary, and J. Goldstein. 2006. Back to basics:
CLASSY 2006. In Proceedings of the NAACL-2006 Document Understanding Conference
Workshop, New York, New York. Hal Daumé and Daniel Marcu. 2005. ...
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A Maximization-Minimization Approach for Update Text Summarization
F Boudin... - Recent advances in natural ..., 2009 - books.google.com
... Melbourne, Australia. Hickl, A., K. Roberts & F. Lacatusu. 2007."LCC's GISTexter at DU 2007:
Ma- chine Reading for Update Summarization". ... 2007."NUS at DUC 2007: Using Evolutionary
Models of Text". Document Understanding Conference (DUC-2007), 78-85. ...
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[PDF] UNC-CH at DUC 2007: Query Expansion, Lexical Simplification and Sentence Selection Strategies for Multi-Document Summarization
[PDF] from nist.govC Blake, J Kampov, AK Orphanides... - ... understanding ..., 2007 - www-nlpir.nist.gov
... In contrast to (Conroy et al., 2006), the UNC-CH system does not use relative clauses
such as 'whom', 'which', and 'when' and has far fewer heuristics than the more
developed CLASSY system. ... Back to Basics: CLASSY 2006. ...
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Beyond SumBasic: Task-focused summarization with sentence simplification and lexical expansion
[PDF] from wvoca.comL Vanderwende, H Suzuki, C Brockett... - Information Processing & ..., 2007 - Elsevier
... the National Institute of Standards and Technology (NIST) conducted a series of workshops, the
Document Understanding Conference 2 (DUC ... The CLASSY system (Conroy, Schlesinger, &
Goldstein Stewart, 2005) for example, incorporates a heuristic component for sentence ...
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A novel approach to update summarization using evolutionary manifold-ranking and spectral clustering
R He, B Qin... - Expert Systems with Applications, 2011 - Elsevier
... The evaluation results on the update summarization task of Text Analysis Conference (TAC) 2008
demonstrate that our proposed approach is ... Update summarization task is firstly proposed in
Document Understanding Conferences (DUC) 2007, 1 and becomes a sub-task of ...
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[PDF] Microsoft Research at DUC2006: Task-focused summarization with sentence simplification and lexical expansion
[PDF] from psu.eduL Vanderwende, H Suzuki... - ... Understanding Conference, DUC ..., 2006 - Citeseer
... For exam- ple, the CLASSY system (Conroy et al., 2005) in- corporates a heuristic component
for sentence sim- plification that pre-processes the sentences used in ... 2005. CLASSY
Query-Based Multi-Document Summarization. In Proceedings of DUC 2005. ...
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[PDF] An incremental summary generation system
[PDF] from psu.eduCR Chowdary... - 2008 - Citeseer
... are used. HMM(Hidden Markov Model) is used in CLASSY[3] for giving score to sentences and
a pivoted QR algorithm is used to generate a summary. ... 6.1 Experimentation on DUC We took
DUC(Document Understanding Conference) 20063 data for experimentation purpose. ...
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[PDF] On using a Quantum Physics formalism for Multi-document Summarisation
[PDF] from gla.ac.ukB Piwowarski, MR Amini... - 2011 - dcs.gla.ac.uk
Page 1. On using a Quantum Physics formalism for Multi-document Summarisation B. Piwowarski
University of Glasgow, UK benjamin@bpiwowar.net MR Amini NRC Institute for Information
Technology, Québec, Canada massih-reza.amini@lip6.fr M. Lalmas Yahoo! ...
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Using topic themes for multi-document summarization
[PDF] from utdallas.eduS Harabagiu... - ACM Transactions on Information Systems ( ..., 2010 - dl.acm.org
... This section describes five of the topic representations that were used in MDS systems before.
Each of them represents a different baseline. We describe them and show how they represent
topics used in the Document Understanding Conference (DUC). ...
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DUC in context
P Over, H Dang... - Information Processing & Management, 2007 - Elsevier
... This paper examines several major themes running through the Document Understanding
Conference (DUC) evaluations (2001-2006) but also present in the Summarization Evaluation
Conference (SUMMAC) and the National Institute for Informatics Test Collection for IR ...
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Using only cross-document relationships for both generic and topic-focused multi-document summarizations
X Wan - Information Retrieval, 2008 - Springer
... summary. The query words and named entities in the topic description are investigated
in Ge et al. (2003) and CLASSY (Conroy and Schlesinger 2005) for event-focused/
query-based multi-document summarization. In Hovy et al. ...
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[PDF] ??????????????
[PDF] from cas.cn??, ???, ??... - ??????????????? ..., 2010 - sourcedb.ict.cas.cn
... update.summ.09.guidelines.html 2 ??,?????????????????????,
????????,????????? 3 ??,?????????????????????,
????????,????????? 4 Text Analysis Conference, http://www.nist.gov/tac/ ...
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Overview of the INEX 2010 question answering track (QA@ INEX)
[HTML] from univ-avignon.frE SanJuan, P Bellot, V Moriceau... - Comparative Evaluation of ..., 2011 - Springer
... 2010080 How to be physically attractive and classy? 2010014 Why is it so difficult to move an
mpeg into imovie? ... In: Proc. of the First Text Analysis Conference (2008) 6. Louis, A., Nenkova,
A.: Performance confidence estimation for automatic summa- rization. ...
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[PDF] Semantic Annotation and Summarization of Biomedical Literature
[PDF] from psu.eduLH Reeve Jr - 2006 - Citeseer
... 102 6.2.2 Text Summarization Using Frequency ..... 104 6.2.3 Document
Understanding Conferences ..... 105 7. RESEARCH PLAN ..... 108 ...
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[PDF] The icsi summarization system at tac 2008
[PDF] from berkeley.eduD Gillick, B Favre... - Proceedings of the Text ..., 2008 - icsi.berkeley.edu
... 2007. Lcc's gistexter at duc 2007: Machine reading for up- date summarization. ... Multiple Alternative
Sentence Compressions for Automatic Text Summarization. In Proceedings of the 2007 Document
Understanding Conference (DUC- 2007) at NLT/NAACL. Ryan McDonald. ...
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A Bridge between Document Management System and Geographical Information System
K Mahmoudi... - Advanced Internet Based Systems and Applications, 2009 - Springer
... Harabagiu, S., Finley, L.: Generating single and multi document summaries with GIST- EXTER.
In: Proceedings of the Workshop on Multi-Document Summarization Evaluation of the 2nd
Document Understanding Conference at the 4Oth Meeting of the Association for ...
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[PDF] Sentence Augmentation: A Text-to-Text Generation Component for Summarisation
[PDF] from ict.csiro.auSSE Wan - 2010 - ict.csiro.au
Page 1. Sentence Augmentation: A Text-to-Text Generation Component for
Summarisation Stephen Si-En Wan This thesis is presented for the degree of Doctor
of Philosophy at the Centre for Language Technology Department ...
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Sentence ordering with event-enriched semantics and two-layered clustering for multi-document news summarization
[PDF] from 59.108.48.12R Zhang, W Li... - Proceedings of the 23rd International Conference ..., 2010 - dl.acm.org
Page 1. Coling 2010: Poster Volume, pages 1489-1497, Beijing, August 2010 Sentence
Ordering with Event-Enriched Semantics and Two- Layered Clustering for Multi-Document
News Summarization Renxian Zhang Wenjie Li Qin Lu ...
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[PDF] L'apport de l'information spatiale pour l'enrichissement des bases de données
[PDF] from cnrs.frK Mahmoudi... - 2006 - liris.cnrs.fr
... Harabagiu S., Finley L., "Generating single and multi document summaries with GISTEXTER",
In Proceedings of the Workshop on Multi-Document Summarization Evaluation of the 2nd
Document Understanding Conference at the 4th Meeting of the Associati
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Multi-document summarization using A* search and discriminative training
[PDF] from shef.ac.ukA Aker, T Cohn... - ... of the 2010 Conference on Empirical ..., 2010 - dl.acm.org
Page 1. Proceedings of the 2010 Conference on Empirical Methods in Natural Language
Processing, pages 482-491, MIT, Massachusetts, USA, 9-11 October 2010. cO2010
Association for Computational Linguistics Multi-document ...
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Fuzzy swarm diversity hybrid model for text summarization
MS Binwahlan, N Salim... - Information Processing & ..., 2010 - Elsevier
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[PDF] Progressive Summarization: Summarizing relevant and novel information
[PDF] from iiit.ac.inP Bysani - 2010 - web2py.iiit.ac.in
... tem (Siel 09) that outperformed all other 43 participating systems in Text Analysis Conference
(TAC 2009) in manual evaluations. Page 8. Contents Chapter Page 1 Introduction . . . . . ...
summarization. Focused workshops like Document Understanding Conference (DUC) ...
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Text summarisation in progress: a literature review
E Lloret... - Artificial Intelligence Review, 2011 - Springer
... Besides these conferences, the important conferences that focused only in TS were the Document
Understanding Conferences4 (DUC) that were hold yearly from 2001 to 2007. ... become part of
the Text Analysis Conference7 (TAC), within which a summarisation track is included ...
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[PDF] Unsupervised relation learning for event-focused question-answering and domain modelling
[PDF] from columbia.eduE Filatova - 2008 - cs.columbia.edu
Page 1. Unsupervised Relation Learning for Event-Focused Question-Answering and Domain
Modelling Elena Filatova Submitted in partial fulfillment of the requirements for the degree
of Doctor of Philosophy in the Graduate School of Arts and Sciences ...
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Using scenario knowledge in automatic question answering
[PDF] from upenn.eduS Harabagiu... - Proceedings of the Workshop on Task-Focused ..., 2006 - dl.acm.org
Page 1. Proceedings of the Workshop on Task-Focused Summarization and Question
Answering, pages 32-39, Sydney, July 2006. cO2006 Association for Computational
Linguistics Using Scenario Knowledge in Automatic Question Answering ...
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[PDF] Impact of question decomposition on the quality of answer summaries
[PDF] from languagecomputer.comF Lacatusu, A Hickl... - Proceedings of the fifth ..., 2006 - languagecomputer.com
... 1The Document Understanding Conferences (DUC) are con- ference series run by the
National Institute of Standards and Tech- nology (NIST) to further progress in summarization
and enable researchers to participate in large-scale experiments. ...
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iSpreadRank: Ranking sentences for extraction-based summarization using feature weight propagation in the sentence similarity network
[PDF] from nctu.edu.twJY Yeh, HR Ke... - Expert Systems with Applications, 2008 - Elsevier
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[PDF] Sentence ordering for multi-document summarization in response to multiple queries
[PDF] from 142.58.111.2YW Wang - 2006 - 142.58.111.2
... from the development of the SQuASH(Simon Fraser University Question Answering Sum-
marization Handler) system [42, 43], during the Document Understanding Conference(DUC)
competition organized by the National Institute of Standards and Technology(NIST). Page 13. ...
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[PDF] The Elements of Automatic Summarization
[PDF] from berkeley.eduDJ Gillick - 2011 - eecs.berkeley.edu
... The same experts run a comprehensive evaluation of all the summaries submitted by participating
teams. Figure 2.1 shows two sample summaries generated automatically and one written by
an expert, along with evaluation results from NIST's 2008 Text Analysis Conference. ...
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Semantic annotation and summarization of biomedical text
[PDF] from 144.118.25.24LH Reeve - 2007 - 144.118.25.24
... 51 2.2.2 Text Summarization Using Frequency ..... 53 2.2.3 Document Understanding Conferences
..... 56 2.2.4 Text Summarization in the Biomedical Domain ..... 59 Page 5. iii ...
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[PDF] Automatic summarising: a review and discussion of the state of the art
[PDF] from cam.ac.ukKS Jones - month, 2007 - www-test.cl.cam.ac.uk
... 1999; Mani 2001). This research has been fostered by many workshops and 4 Page
5. further encouraged by the Document Understanding Conferences (DUCs), now
in their sixth cycle (DUC). The DUC programme, actually ...
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[PDF] Extraction-Based Automatic Summarization
[PDF] from psu.eduG Sizov - Science And Technology, 2010 - Citeseer
... 1Document Understanding Conference (DUC) have been the organizer of the annual automatic
summarization competition until the year 2008, starting from 2008 the competition is organized
as part of Text Analysis Conference (TAC). 4 Page 9. 1 Introduction ...
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[PDF] Un algoritmo lingüistico-estadistico para resumen automático de textos especializados
[PDF] from linguamatica.comI da Cunha, JM Torres-Moreno... - ..., 2009 - linguamatica.com
... y 2Más información sobre las campa˜nas Document Understand Conference y Text
Analysis Conference (DUC/TAC) puede encontrarse en el sitio web del NIST:
http://www.nist.gov/tac/ se lematizan las palabras del texto. La ...
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Un algoritmo lingüístico-estadístico para resumen automático de textos especializados
[PDF] from linguamatica.comI Da Cunha, JM Torres-Moreno... - ..., 2009 - linguamatica.com
... y 2Más información sobre las campa˜nas Document Understand Conference y Text
Analysis Conference (DUC/TAC) puede encontrarse en el sitio web del NIST:
http://www.nist.gov/tac/ se lematizan las palabras del texto. La ...
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[BOOK] Automatic summarization
[PDF] from upenn.eduA Nenkova - 2011 - books.google.com
... sentence-extraction and more sophisticated methods was also apparent in the context of the
DUC (Document Understanding Conference) Eval- uation ... DUC, which was superseded by the
Text Analysis Conference (TAC) in 2007, provided much needed data to the research ...
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[PDF] An epistemological approach to domain-specific multiple biographical document summarization
[PDF] from psu.eduB Tennessy - 2006 - Citeseer
... field of natural language summarization and the special topic of biographical summarization.
Our attention is drawn especially to the Document Understanding Conference (DUC) series, ... In
a recent Document Understanding Conference (DUC 2004), special consideration 10 ...
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Topic pages: An alternative to the ten blue links
[PDF] from psu.eduN Balasubramanian... - Semantic Computing (ICSC ..., 2010 - ieeexplore.ieee.org
Page 1. Topic Pages: An Alternative to the Ten Blue Links Niranjan Balasubramanian
University of Massachusetts Amherst 140 Governors Drive Amherst, MA 01003 Email:
niranjan@cs.umass.edu Silviu Cucerzan Microsoft ...
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Syntactic sentence compression in the biomedical domain: facilitating access to related articles
[PDF] from umd.eduJ Lin... - Information Retrieval, 2007 - Springer
Page 1. Syntactic sentence compression in the biomedical domain: facilitating access to related
articles Jimmy Lin Æ W. John Wilbur Received: 12 February 2007 / Accepted: 27 June 2007 /
Published online: 21 August 2007 Ó Springer Science+Business Media, LLC 2007 ...
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[PDF] PROTECTING CRYPTOGRAPHIC KEYS AND FUNCTIONS FROM MALWARE ATTACKS
[PDF] from utsa.eduS Xu, R Sandhu, G White, W Winsborough... - 2010 - cs.utsa.edu
Page 1. PROTECTING CRYPTOGRAPHIC KEYS AND FUNCTIONS FROM MALWARE ATTACKS
APPROVED BY SUPERVISING COMMITTEE: Shouhuai Xu, Ph.D., Chair Ravi Sandhu, Ph.D.
Greg White, Ph.D. William Winsborough, Ph.D. Turgay Korkmaz, Ph.D. ...
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