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These publications have referenced datasets from the Text Analysis Conference. The list of publications is ordered by publication year and author. TAC datasets used by the publication are indicated in parenthesis. Please email any additions, corrections or updates to tac-web@nist.gov.

TAC 2008 datasets: Summarization (Summ08 Update, Summ08 Opinion), RTE-4, QA
TAC 2009 datasets: Summarization (Summ09 Update, Summ09 AESOP), RTE-5 (RTE-5 Main, RTE-5 Search), KBP2009
TAC 2010 datasets: Summarization (Summ10 Guided, Summ10 AESOP), RTE-6 (RTE-6 Main, RTE-6 KBP), KBP2010
TAC 2011 datasets: Summarization (Summ11 Guided, Summ11 AESOP), RTE-7 (RTE-7 Main, RTE-7 Novelty, RTE-7 KBP), KBP2011

Publication year: 2014

A. Friedrich, M. Valeeva, A. Palmer. LQVSumm: A Corpus of Linguistic Quality Violations in Multi-Document Summarization. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, Iceland, 26-31 May. (Summ11 Guided)

Publication year: 2012

N. Kumar, K. Srinathan, V. Varma. Using Graph Based Mapping of Co-Occurring Words and Closeness Centrality Score for Summarization Evaluation. A. Gelbukh (Ed.): CICLing 2012, Part II, LNCS 7182, pages 353-365. (Summ11 AESOP)

D. Ploch, L. Hennig, A. Duka, E.W. De Luca, S. Albayrak. GerNED: A German Corpus for Named Entity Disambiguation. Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12), Istanbul, Turkey, 23-25 May. (KBP2010, KBP2011)

P.A. Rankel, J.M. Conroy, J.D. Schlesinger. Better Metrics to Automatically Predict the Quality of a Text Summary. Text Mining Workshop, SIAM Data Mining Conference 2012. (Summ11 AESOP)

Publication year: 2011

Y. Chali, S.A. Hasan, K. Imam. An Aspect-Driven Random Walk Model for Topic-Focused Multi-document Summarization. Proceedings of the 7th Asian Information Retrieval Societies Conference (AIRS 2011), Dubai, United Arab Emirates, pages 386-397. (Summ10 Guided)

B. Hachey, W. Radford, J.R. Curran. Graph-based Named Entity Linking with Wikipedia. Proceedings of the 12th International Conference on Web Information System Engineering. Sydney, Australia. (KBP2009, KBP2010)

B. Hachey, W. Radford, J. Nothman, M. Honnibal, J.R. Curran. Evaluating Entity Linking with Wikipedia. Artificial Intelligence 2011 (to appear). (KBP2009, KBP2010)

E. Lloret, A. Balahur, M. Palomar, A. Montoyo. Towards a Unified Approach for Opinion Question Answering and Summarization. Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis (WASSA), Portland, OR. (Summ08 Opinion)

D. Ploch. Exploring Entity Relations for Named Entity Disambiguation. Proceedings of the ACL 2011 Student Session. Portland, OR. (KBP2009)

Publication year: 2010

A. Abad, L. Bentivogli, I. Dagan, D. Giampiccolo, S. Mirkin, E. Pianta, A. Stern. A Resource for Investigating the Impact of Anaphora and Coreference on Inference. Proceedings of the 7th International Conference on Language Resources and Evaluation (LREC-2010). Valletta, Malta, 19-21 May. (RTE-5 Search)

L. Bentivogli, E. Cabrio, I. Dagan, D. Giampiccolo, M. Lo Leggio, B. Magnini. Building Textual Entailment Specialized Data Sets: a Methodology for Isolating Linguistic Phenomena Relevant to Inference. Proceedings of the 7th International Conference on Language Resources and Evaluation (LREC-2010). Valletta, Malta, 19-21 May. (RTE-5 Main??)

P. Bysani. Novelty Detection in the context of Progressive Summarization. Proceedings of the Student Research workshop at NAACL HLT 2010, Los Angeles. (Summ09 Update)

J.J. Castillo. An approach to Recognizing Textual Entailment and TE Search Task using SVM. Sociedad Española de Procesamiento del Lenguage Natural. SEPLN 2010. Number 44. (RTE-4, RTE-5 Main)

J.J. Castillo. A Machine Learning Approach for Recognizing Textual Entailment in Spanish. Proceedings of the NAACL 2010 Young Investigators Workshop on Computational Approaches to Languages of the Americas, Los Angeles, CA. (RTE-4, RTE-5 Main)

J.J. Castillo. Translators in Textual Entailment. Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2010), Valencia, Spain. (RTE-4, RTE-5 Main)

J.J. Castillo. Using Machine Translation Systems to Expand a Corpus in Textual Entailment. Proceedings of the 7th International Conference on Natural Language Processing (IceTAL 2010), Reykjavik, Iceland. (RTE-4, RTE-5 Main)

J.J. Castillo. Textual Entailment Search Task: An Initial Approach Based on Coreference Resolution. Proceedings of the International Conference on Intelligent Computing and Cognitive Informatics, Lumpur, Malaysia. (RTE-4, RTE-5 Main)

J.J. Castillo. Recognizing Textual Entailment: Experiments with Machine Learning Algorithms and RTE Corpora. Research in Computing Science. Special Issue: Natural Language Processing and its Applications. (RTE-4, RTE-5 Main)

J. Conroy, J.D. Schlesinger, D. O'Leary. Nouveau-ROUGE: A Novelty Metric for Update Summarization. Computational Linguistics 37 (1). (Summ09 AESOP)

R. Katragadda. GEMS: Generative Modeling for Evaluation of Summaries. Proceedings of 11th International Conference on Intelligent Text Processing and Computational Linguistics, CICLing 2010. (Summ09 AESOP)

A. Kennedy, S. Szpakowicz. Evaluation of a Sentence Ranker for Text Summarization Based on Roget's Thesaurus. Proceedings of 13th International Conference on Text, Speech and Dialogue TSD 2010, Brno, Czech Republic. (Summ09 Update??)

A. Kennedy, S. Szpakowicz. Towards a Gold Standard for Extractive Text Summarization. Proceedings of Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial Intelligence, Ottawa, Canada, May 31 - June 2, 2010, pages 51-62. (Summ08 Update, Summ09 Update)

E. Lloret, M. Palomar. Resúumenes de textos: nuevos retos en la Web 2.0. Subjetividad y Procesos Cognitivos, 14 (2). ISSN 1852-7310. (Summ08 Opinion)

C. Long, M. Huang, X. Zhu, M. Li. A New Approach for Update Multi-document Summarization. Journal of Computer Science and Technology 25(4). (Summ09 Update)

P. McNamee, H. T. Dang, H. Simpson, P. Schone, S. Strassel. An Evaluation of Technologies for Knowledge Base Population. Proceedings of the Seventh Conference on International Language Resources and Evaluation (LREC'10). (KBP2009)

S. Mirkin, J. Berant, I. Dagan, E. Shnarch. Recognising Entailment within Discourse. Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010). Beijing, China, 23-27 August. (RTE-5 Search)

S. Mirkin, I. Dagan, S. Padó. Assessing the Role of Discourse References in Entailment Inference. Proceedings of ACL 2010. (RTE-5 Search)

S. Mithun, L. Kosseim. A Hybrid Approach to Utilize Rhetorical Relations for Blog Summarization. Proceedings of the 17th Conference on Traitement Automatique des Langues Naturelles (TALN 2010), Montreal, Canada, 19 July 2010. (Summ08 Opinion)

S. Mithun. Exploiting Rhetorical Relations in Blog Summarization. Graduate Students Symposium of the Canadian Conference on AI 2010, Ottawa, Canada, May 30 2010. (Summ08 Opinion??)

B. Ofoghi, J. Yearwood. Learning parse-free event-based features for textual entailment recognition. Proceedings of the 23rd Australasian Joint Conference on Artificial Intelligence (AI 2010), Adelaide, Australia. (RTE-4, RTE-5 Main)

P. Pakray, A. Gelbukh, S. Bandyopadhyay. A Hybrid Textual Entailment System using Lexical and Syntactic Features. Proceedings of the 9th IEEE International Conference on Cognitive Informatics (ICCI 2010). (RTE-5 Main??)

P. Pakray, A. Gelbukh, S. Bandyopadhyay. A Syntactic Textual Entailment System based on Dependency Parser. Proceedings of CICLing 2010, pages 269-278. (RTE-4)

D. Roth, M. Sammons, V.G.V. Vydiswaran. Ask not what Textual Entailment can do for you... Proceedings of ACL 2010. (RTE-5 Main)

H. Simpson, S. Strassel, R. Parker, P. McNamee. Wikipedia and the Web of Confusable Entities: Experience from Entity Linking Query Creation for TAC 2009 Knowledge Base Population. Proceedings of the Seventh Conference on International Language Resources and Evaluation (LREC'10). (KBP2009)

J. Steinberger, M. Turchi, K. Mijail, R. Steinberger, N. Cristianini. Wrapping up a Summary: from Representation to Generation. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, 11-16 July. (Summ09 Update)

R. Wang, C. Callison-Burch. Cheap Facts and Counter-Facts. In Proceedings of NAACL-HLT 2010 Workshop on Amazon Mechanical Turk, Los Angeles, California, USA. (RTE-5 Main)

Z. Zheng, F. Li, M. Huang, X. Zhu. Learning to Link Entities with Knowledge Base. Proceedings of NAACL 2010, Los Angeles, CA. (KBP)

Publication year: 2009

I. Androutsopoulos, P. Malakasiotis. A Survey of Paraphrasing and Textual Entailment Methods. Technical Report, Department of Informatics, Athens University of Economics and Business, Greece. (RTE-4)

R. Bar-Haim, J. Berant, I. Dagan. A Compact Forest for Scalable Inference over Entailment and Paraphrase Rules. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 1056-1065. Suntec, Singapore, 6 August 2009. (RTE-4)

R. Bergmair. A Proposal on Evaluation Measures for RTE. Proceedings of the 2009 Workshop on Applied Textual Inference, ACL-IJCNLP, pages 10-17. Suntec, Singapore, 6 August 2009. (RTE-5 Main)

L. Bentivogli, I. Dagan, H.T. Dang, D. Giampiccolo, M. Lo Leggio, B. Magnini. Considering Discourse References in Textual Entailment Annotation. Proceedings of the 5th International Conference on Generative Approaches to the Lexicon (GL 2009), Pisa, Italy, 17-19 September. (RTE-5 Search)

P. Bysani, V. Bharat, V. Varma. Modeling Novelty and Feature combination using Support Vector Regression for Update Summarization. Proceedings of the 7th International Conference on Natural Language Processing (ICON 2009), India. (Summ08 Update)

J.J. Castillo. A Study of Machine Learning Algorithms for Recognizing Textual Entailment. Proceedings of the Recent Advances in Natural Language Processing (RANLP 2009), Borovets, Bulgaria. (RTE-4, RTE-5 Search)

S. Chen, M. Huang, Z. Lu. Summarizing Documents by Measuring the Importance of a Subset of Vertices within a Graph. Proceedings of Web Intelligence 2009, Milan, Italy. (Summ08 Update)

J.G. Conrad, J.L. Leidner, F. Schilder, R. Kondadadi. Query-based Summarization of Opinion in Legal Blog Entries. Proceedings of the 12th International Conference on Artificial Intelligence and Law (ICAIL 2009), pages 167--176, Barcelona, Spain. (Summ08 Opinion)

P. Das, R. Srihari. Learning to summarize using coherence. NIPS Workshop on Applications for Topic Models: Text and Beyond, Whistler, BC. (Summ09 Update)

P.-E. Genest. Système symbolique de création de résumés de mise à jour. MSc Thesis, University of Montreal. (Summ08 Update)

G. Giannakopoulos. Automatic Summarization from Multiple Documents. PhD Thesis. University of the Aegean, Greece. (Summ08 Update, Summ09 AESOP)

D. Gillick, B. Favre. A Scalable Global Model for Summarization. NAACL/HLT 2009 Workshop on Integer Linear Programming for Natural Language Processing. (Summ08 Update)

A. Iftene. Textual Entailment. PhD Thesis/Technical Report, "Al.I. Cuza" University, Iasi, Romania. (RTE-4)

R. Katragadda, P. Pingali, V. Varma. Sentence position revisited: a robust light-weight update summarization 'baseline' algorithm. CLIAWS3 '09: Proceedings of the Third International Workshop on Cross Lingual Information Access: Addressing the Information Need of Multilingual Societies. (Summ08 Update)

I.P. Klapaftis, S. Manandhar. Unsupervised Named Entity Resolution. Proceedings of the 3rd IEEE International Conference on Multimedia Communications, Services and Security, Krakow, Poland. (KBP2009)

F. Li, Y. Tang, M. Huang, X. Zhu. Answering Opinion Questions with Random Walks on Graphs. Proceedings of ACL 2009, Singapore. (QA)

E. Lloret, A. Balahur, M. Palomar, A. Montoyo. Towards Building a Competitive Opinion Summarization System: Challenges and Keys. Proceedings of the North American Chapter of the ACL (NAACL), Boulder, Colorado, USA. (Summ08 Opinion)

C. Long, M. Huang, X. Zhu, M. Li. Multi-Document Summarization by Information Distance. Proceedings of the IEEE International Conference on Data Mining, Miami, FL. (Summ08 Update)

A. Louis, A. Nenkova. Automatically Evaluating Content Selection in Summarization without Human Models. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 306--314. (Summ08 Update)

K. Mijail, J. Steinberger, B. Pouliquen, R. Steinberger, M. Poesio. Multilingual Statistical News Summarisation: Preliminary Experiments with English. Proceedings of the workshop 'Intelligent Analysis and Processing of Web News Content' (IAPWNC), Milano, Italy. (Summ08 Update)

S. Mithun, L. Kosseim. Summarizing Blog Entries versus News Texts. Proceedings of Events in Emerging Text Types (eETTS), A Workshop of Recent Advances in Natural language Processing (RANLP 2009), September, Borovets, Bulgaria. (Summ08 Update, Summ08 Opinion)

B. Ofoghi, J. Yearwood. From lexical entailment to recognizing textual entailment using linguistic resources. Proceedings of the Australian Language Technology Association (ALTA) 2009 Workshop, Sydney, Australia. (RTE-4, RTE-5 Main)

F. Schilder, R. Kondadadi. Metric for Automatically Evaluating Coherent Summaries via Context Chains. Proceedings of the 2009 IEEE International Conference on Semantic Computing, pages 65--70, Washington, DC. (Summ08 Update)

J. Steinberger, K. Jezek. Update Summarization Based on Novel Topic Distribution. Proceedings of the 2009 ACM Symposium on Document Engineering, Munich, Germany, September 2009. (Summ08 Update)

J. Steinberger, K. Jezek. Update Summarization Based on Latent Semantic Analysis. Proceedings of 12th International Conference, TSD 2009, Pilsen, Czech Republic, September 2009. LNAI 5729, Springer-Verlag. (Summ08 Update)

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Last updated: Tuesday, 28-Mar-2017 11:20:28 EDT
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