TAC (Text Analysis Conference)


Text Analysis Conference {related:}

See also:

TREC (Text REtrieval Conference) & Dialog Systems


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 …  Cited by 10 – Related articles – BL Direct – All 10 versions

[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 … Cited by 6 – Related articles – View as HTML – All 3 versions

[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 …  Cited by 6 – Related articles – View as HTML – All 2 versions

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 …  Cited by 1 – Related articles – All 10 versions

[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 … Cited by 13 – Related articles – View as HTML – All 8 versions

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. …  Related articles

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. …  Related articles – All 3 versions

[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. …  Cited by 1 – Related articles – View as HTML – All 4 versions

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 …  Cited by 5 – Related articles – All 4 versions

[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. …  Cited by 3 – Related articles – View as HTML – All 2 versions

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 …  Cited by 2 – Related articles – All 3 versions

[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. …  Cited by 2 – Related articles – View as HTML – All 13 versions

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. …  Cited by 1 – Related articles

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. …  Cited by 9 – Related articles – All 6 versions

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. …  Cited by 11 – Related articles – All 8 versions

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. …  Cited by 6 – Related articles – All 13 versions

[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. …  Cited by 1 – Related articles – View as HTML – All 5 versions

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 …  Cited by 25 – Related articles – All 7 versions

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 …  Cited by 41 – Related articles – All 15 versions

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. …  Cited by 6 – Related articles – All 5 versions

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 …  Cited by 1 – Related articles

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 …  Related articles – All 6 versions

[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. …  Related articles – View as HTML – All 12 versions

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. …  Related articles – All 3 versions

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 …  Related articles – All 4 versions

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 …  Cited by 23 – Related articles – All 12 versions

[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. …  Cited by 4 – Related articles – View as HTML – All 13 versions

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 …  Cited by 14 – Related articles – All 13 versions

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 …  Cited by 31 – Related articles – All 22 versions

[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 …  Cited by 6 – Related articles – View as HTML – All 2 versions

[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. …  Cited by 2 – Related articles – View as HTML – All 6 versions

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 …  Cited by 6 – Related articles – All 15 versions

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 …  Cited by 7 – Related articles – All 3 versions

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. …

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. …  Cited by 1 – Related articles – All 18 versions

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 …

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. …  Related articles – All 2 versions

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 …  Cited by 1 – Related articles – All 7 versions

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). …  Cited by 2 – Related articles – All 15 versions

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. …  Cited by 15 – Related articles – All 14 versions

[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”. …  Cited by 1 – Related articles – Cached – All 5 versions

[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”. …  View as HTML

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 …  Cited by 4 – Related articles – All 2 versions

[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 …  Cited by 3 – Related articles – View as HTML – All 6 versions

[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: …  Cited by 2 – Related articles – View as HTML – All 8 versions

[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 …  Related articles – View as HTML – All 4 versions

[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. …  Cited by 14 – Related articles – View as HTML – All 18 versions

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. …  Related articles

[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. …  Cited by 3 – Related articles – View as HTML – All 12 versions

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 …  Cited by 30 – Related articles – All 10 versions

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 …  Related articles

[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. …  Cited by 24 – Related articles – View as HTML – All 6 versions

[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. …  Cited by 1 – Related articles – View as HTML – All 5 versions

[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! …  View as HTML

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). …  Cited by 1 – Related articles – All 2 versions

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 …  Cited by 30 – Related articles – All 3 versions

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. …  Cited by 17 – Related articles – BL Direct – All 6 versions

[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/ …  Related articles – View as HTML – All 2 versions

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. …  Cited by 2 – Related articles – All 5 versions

[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 …  Related articles – View as HTML – All 2 versions

[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. …  Cited by 10 – Related articles – View as HTML – All 10 versions

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 …  Cited by 1 – Related articles – All 3 versions

[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 …  Related articles – View as HTML – Library Search – All 2 versions

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 …  Cited by 1 – Related articles – All 8 versions

[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  Cited by 2 – Related articles – View as HTML – All 4 versions

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 …  Cited by 5 – Related articles – All 12 versions

Fuzzy swarm diversity hybrid model for text summarization MS Binwahlan, N Salim… – Information Processing & …, 2010 – Elsevier Cited by 3 – Related articles – All 5 versions

[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) …  Related articles – View as HTML – All 2 versions

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 …  Cited by 1 – Related articles

[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 …  Related articles – View as HTML – Library Search – All 8 versions

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 …  Cited by 2 – Related articles – All 19 versions

[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. …  Cited by 8 – Related articles – View as HTML – All 8 versions

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 Cited by 9 – Related articles – All 11 versions

[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. …  Cited by 1 – Related articles – View as HTML – Library Search – All 26 versions

[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. …  Related articles – View as HTML – All 2 versions

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 …  Cited by 2 – Related articles – Library Search – All 13 versions

[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 …  Cited by 2 – Related articles – View as HTML – All 7 versions

[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 …  Related articles – View as HTML – All 3 versions

[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 …  Cited by 3 – View as HTML

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 …  Cited by 1 – Related articles – All 8 versions

[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 …  Related articles – All 14 versions

[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 …  Cited by 1 – Related articles – View as HTML – Library Search – All 6 versions

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 …  Cited by 1 – Related articles – All 8 versions

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 …  Cited by 3 – Related articles – BL Direct – All 7 versions

[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. …  Related articles – View as HTML

(Visited 35 times, 1 visits today)