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R E L A T E D   P U B L I C A T I O N S
These publications have referenced datasets from the Document Understanding Conference. The list of publications is ordered by publication year and author. DUC datasets used by the publication are indicated in parenthesis. Please email any corrections or updates to [email protected].



Publication year: 2012

Y. Chali, S.A. Hasan. Query-Focused Multi-Document Summarization: Automatic Data Annotations and Supervised Learning Approaches. Natural Language Engineering, 18(1): 109-145. (DUC06, DUC07)

N. Kumar, K. Srinathan, V. Varma. Using Wikipedia Anchor Text and Weighted Clustering Coefficient to Enhance the Traditional Multi-Document Summarization. Proceedings of CICLing 2012, Part II, LNCS 7182, pages 390-401. (DUC02, DUC04)




Publication year: 2011

A. Barrera, R. Verma. Automated Extractive Single Document Summarization: Beating the Baselines with a New Approach.. Proceedings of the 2011 ACM Symposium on Applied Computing. (DUC02)

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. (DUC06)

Y. Chali, S.A. Hasan, K. Imam. A Reinforcement Learning Framework for Answering Complex Questions. Proceedings of the International Conference on Intelligent User Interfaces (IUI 2011), Palo Alto, California, USA, pages 307-310. (DUC06, DUC07)

Y. Chali, S.A. Hasan, K. Imam. Using Semantic Information to Answer Complex Questions. Proceedings of the 24th Canadian Conference on Artificial Intelligence, St. John's, Newfoundland and Labrador, Canada, pages 68-73. (DUC07)

Y. Chali, S.A. Hasan, K. Imam. Using Syntactic and Shallow Semantic Kernels to Improve Multi-Modality Manifold-Ranking for Topic-Focused Multi-Document Summarization. Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP 2011), Chiang Mai, Thailand, pages 1098-1106. (DUC06)

Y. Chali, S.A. Hasan, S.R. Joty. Improving Graph-based Random Walks for Complex Question Answering Using Syntactic, Shallow Semantic and Extended String Subsequence Kernels. Information Processing and Management (IPM), Special Issue on Question Answering, 47(6): 843-855. (DUC07)

P. Das, R. Srihari, and Y. Fu. Simultaneous Joint and Conditional Modeling of Documents Tagged from Two Perspectives. Proceedings of the 20th Conference on Information Knowledge and Management, Glasgow, Scotland, UK. (DUC05)

E. Lloret, M. Palomar. Analyzing the Use of Word Graphs for Abstractive Text Summarization. Proceedings of the First International Conference on Advances in Information Mining and Management (IMMM), pp. 61-66, Barcelona, Spain. (DUC02)

E. Lloret, M. Palomar. COMPENDIUM: Una herramienta de generación de resúmenes modular. Procesamiento del Lenguaje Natural, num. 47, pp. 107-115, ISSN 1135-5948. (DUC02, DUC03, DUC04)

X. Wan, J. Yang, and J. Xiao. Manifold-Ranking Based Topic-Focused Multi-Document Summarization. Proceedings of the 20th International Joint Conference on Artifical intelligence (IJCAI'07), Hyderabad, India. (DUC03, DUC05)




Publication year: 2010

L. Hennig, S. Albayrak. Personalized Multi-Document Summarization using N-Gram Topic Model Fusion. International Conference on Language Resources and Evaluation (LREC 2010), 1st Workshop on Semantic Personalized Information Management (SPIM 2010), pages 24-30. (DUC07)

L. Hennig, T. Strecker, S. Narr, E. William De Luca, S. Albayrak. Identifying Sentence-Level Semantic Content Units with Topic Models. Proceedings of DEXA '10, 7th International Workshop on Text-based Information Retrieval (TIR '10). (DUC07)

N. Kumar, K. Srinathan, V. Varma. Evaluating Information Coverage in Machine Generated Summary and Variable Length Documents. Proceedings of COMAD 2010. (DUC05)

H. Lin, J. Bilmes. Multi-document Summarization via Budgeted Maximization of Submodular Functions. North American chapter of the Association for Computational Linguistics/Human Language Technology Conference (NAACL/HLT-2010), Los Angeles, CA. (DUC03, DUC04)

E. Lloret, M. Palomar. Challenging Issues of Automatic Summarization: Relevance Detection and Quality-based Evaluation. Informatica 34 (2010), pages 29-35. (DUC02)

Y. Ouyang, W. Li, S. Li, Q. Lu. Intertopic information mining for query-based summarization. Journal of the American Society for Information Science and Technology (JASIST), vol 61 issue 5, May 2010. (DUC06)

E. Pitler, A. Louis, A. Nenkova. Automatic Evaluation of Linguistic Quality in Multi-Document Summarization. Proceedings of ACL 2010, pages 544-554. (DUC06, DUC07)

P. Plutecki. Generating Text Summaries Using the WordNet Lexicon and the PageRank Algorithm. M.Sc., Politechnika Warszawska. (DUC04)

R. Vadlapudi, R. Katragadda. On Automated Evaluation of Readability of Summaries: Capturing Grammaticality, Focus, Structure and Coherence. Proceedings of the Student Research Workshop at NAACL-HLT 2010. (DUC07)




Publication year: 2009

W.E. Bosma. Contextual salience in query-based summarization. Proceedings of RANLP, Borovets, Bulgaria. (DUC05)

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. (DUC07)

Y. Chali, S.A. Hasan, S.R. Joty. A SVM-Based Ensemble Approach to Multi-Document Summarization. Proceedings of the 22nd Canadian Conference on Artificial Intelligence, Kelowna, BC, Canada, pages 199-202. (DUC06, DUC07)

Y. Chali, S.A. Hasan, S.R. Joty. Do Automatic Annotation Techniques Have Any Impact on Supervised Complex Question Answering? Proceedings of the ACL-IJCNLP 2009, Singapore, pages 329-332. (DUC06, DUC07)

Y. Chali, S.A. Hasan, S.R. Joty. Supervised Approaches to Complex Question Answering. Proceedings of the Conference of the Pacific Association for Computational Linguistics (PACLING 2009), Sapporo, Japan. (DUC06, DUC07)

Y. Chali, S.R. Joty, S.A. Hasan. Complex Question Answering: Unsupervised Learning Approaches and Experiments. Journal of Artificial Intelligence Research, 35: 1-47. (DUC06, DUC07)

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. (DUC06)

C.R. Chowdary, P.S. Kumar. ESUM: An Efficient System for Query-specific Multi-document Summarization. Proceedings of 31st European Conference on Information Retrieval (ECIR), pages 724-728, Toulouse, France, April 2009. (DUC05)

C.R. Chowdary, P.S. Kumar. USUM: Update Summary Generation System. Advances in Computational Linguistics, Research in Computing Science Vol. 41, 2009, pages 229-240. (DUC06)

L. Hennig. Topic-based Multi-Document Summarization with Probabilistic Latent Semantic Analysis. Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2009). (DUC06, DUC07)

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. (DUC07)

R. Katragadda, V. Varma. Query-Focused Summaries or Query-Biased Summaries?. Proceedings of ACL-IJCNLP 2009. (DUC07)

S. Li, Y. Zhang. Using Proximity in Query Focused Multi-document Extractive Summarization. Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages, ICCPOL 2009, pages 179-188. (DUC06)

E. Lloret, M. Palomar. A Gradual Combination of Features for Building Automatic Summarisation Systems. 12th International Conference on Text, Speech and Dialogue (TSD), Pilsen, Czech Republic. (DUC02)

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. (DUC07)

A. Louis, A. Nenkova. Performance Confidence Estimation for Automatic Summarization. Proceedings of EACL 2009, pages 541-548. (DUC01, DUC02, DUC03, DUC04)

R. Vadlapudi, R. Katragadda. Qualitative Evaluation of Grammaticality of Summaries. Proceedings of 11th International Conference on Intelligent Text Processing and Computational Linguistics, CICLing 2010. (DUC07)

W. Wang, F. Wei, W. Li, S. Li. HyperSum: Hypergraph Based Semi-Supervised Sentence Ranking for Query-Oriented Summarization. 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, November 2-6, 2009, pages 1855-1858. (DUC06)



Publication year: 2008

W.E. Bosma. Discourse Oriented Summarization. University of Twente, Enschede, the Netherlands. (DUC06, DUC07)

J. Chen, T. He, Z. Gui, L. Ma, F. Li, X. Tu. RCSUM: To build a summarization system directly generating summaries with evaluation metrics. International Conference on Natural Language Processing and Knowledge Engineering, pages 1 - 6. (DUC01, DUC02, DUC03, DUC04, DUC05)

C.R. Chowdary, P.S. Kumar. An Incremental Summary Generation System. Proceedings of 14th International Conference on Management of Data (COMAD), pages 83-92, IIT Bombay, Mumbai, India, December 2008. (DUC06)

G. Giannakopoulos, V. Karkaletsis, G. Vouros, P. Stamatopoulos. Summarization System Evaluation Revisited: N-gram Graphs. ACM Transactions on Speech and Language Processing 5(3), 1-39. (DUC05, DUC06, DUC07)

T. He, F. Li, W. Shao, J. Chen, L. Ma. A New Feature-Fusion Sentence Selecting Strategy for Query-Focused Multi-document Summarization. IEEE International Conference on Advanced Language Processing and Web Information Technology, 2008. (DUC05)

T. He, J. Chen, L. Ma, Z. Gui, F. Li, W. Shao, Q. Wang. ROUGE-C: A fully automated evaluation method for multi-document summarization. IEEE International Conference on Granular Computing, pages 269 - 274. (DUC01, DUC02, DUC03, DUC04, DUC05)

L. Hennig, R. Wetzker, W. Umbrath. An Ontology-based Approach to Text Summarization. IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2008), Workshop on Natural Language Processing and Ontology Engineering (NLPOE 2008), pages 291-294. (DUC02)

W. Li. PNR2: Ranking Sentences with Positive and Negative Reinforcement for Query-Oriented Update Summarization. Proceedings of the 22nd International Conference on Computational Linguistics (COLING'08), Manchester, August 18-22, 2008, pages 489-496. (DUC07)

E. Lloret, Ó. Ferrández, R. Muñoz, M. Palomar. A Text Summarization Approach Under the Influence of Textual Entailment. Proceedings of the 5th International Workshop on Natural Language Processing and Cognitive Science (NLPCS 2008) in conjunction with the 10th International Conference on Enterprise Information Systems (ICEIS 2008), pp. 22-31, 12-16 June, Barcelona, Spain. (DUC02)

E. Lloret, Ó. Ferrández, R. Muñoz, M. Palomar. Integración del reconocimiento de la implicación textual en tareas automáticas de resúmenes de textos. Procesamiento del Lenguaje Natural, num. 41, pp. 183-190, ISSN 1135-5948. (DUC02)

L. Ma, T. He, F. Li, Z. Gui, J. Chen. Query-Focused Multi-document Summarization Using Keyword Extraction. International Conference on Computer Science and Software Engineering, pages 20 - 23(DUC05, DUC06)

V. Nastase. Topic-Driven Multi-Document Summarization with Encyclopedic Knowledge and Spreading Activation. Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, pages 763-772, Honolulu, Hawaii. (DUC05, DUC06, DUC07)

A. Nenkova, A. Louis. Can You Summarize This? Identifying Correlates of Input Difficulty for Multi-Document Summarization. Proceedings of ACL-HLT 2008, pages 825-833. (DUC01)



Publication year: 2007

S. Li, W. Wang. Automatic Topic-oriented Multi-document Summarization with Combination of Query-dependent and Query-independent Rankers. Proceedings of the IEEE NLP-KE 2007, Beijing, pages 441-445. (DUC06)

Y. Ouyang, S. Li, W. Li. Developing Learning Strategies for Topic-based Summarization. Proceedings of the ACM Conference on Information and Knowledge Management (CIKM), November 2007, Lisboa, Portugal. (DUC05, DUC06)



For data, past results or other general information
contact: Angela Ellis (angela DOT ellis AT nist.gov)
For other questions contact: Hoa Dang (hoa DOT dang AT nist.gov)


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Date created: Tuesday, 16-Sept-2010