Generic text summarization using relevance measure and latent semantic analysis
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An empirically based system for processing definite descriptions
Computational Linguistics
A maximum-entropy-inspired parser
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Robust pronoun resolution with limited knowledge
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
A probabilistic model for Latent Semantic Indexing: Research Articles
Journal of the American Society for Information Science and Technology
CAST: a computer-aided summarisation tool
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 2
Automatic evaluation of summaries using N-gram co-occurrence statistics
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Centering: A Parametric Theory and Its Instantiations
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NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
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TIPSTER '98 Proceedings of a workshop on held at Baltimore, Maryland: October 13-15, 1998
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HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Text summarization and singular value decomposition
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
GA, MR, FFNN, PNN and GMM based models for automatic text summarization
Computer Speech and Language
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Proceedings of the eighth ACM symposium on Document engineering
BART: a modular toolkit for coreference resolution
HLT-Demonstrations '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Demo Session
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COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Update summarization based on novel topic distribution
Proceedings of the 9th ACM symposium on Document engineering
A Gradual Combination of Features for Building Automatic Summarisation Systems
TSD '09 Proceedings of the 12th International Conference on Text, Speech and Dialogue
SemEval-2010 task 1: coreference resolution in multiple languages
DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
A Deeper Look into Features for Coreference Resolution
DAARC '09 Proceedings of the 7th Discourse Anaphora and Anaphor Resolution Colloquium on Anaphora Processing and Applications
The GREC main subject reference generation challenge 2009: overview and evaluation results
UCNLG+Sum '09 Proceedings of the 2009 Workshop on Language Generation and Summarisation
The GREC challenge: overview and evaluation results
INLG '08 Proceedings of the Fifth International Natural Language Generation Conference
Automatic evaluation of linguistic quality in multi-document summarization
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Wrapping up a summary: from representation to generation
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
SemEval-2010 task 1: Coreference resolution in multiple languages
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
SUCRE: A modular system for coreference resolution
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
AnCora-CO: Coreferentially annotated corpora for Spanish and Catalan
Language Resources and Evaluation
Generating referring expressions in context: the GREC task evaluation challenges
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HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts of ACL 2011
Text summarisation in progress: a literature review
Artificial Intelligence Review
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CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
ICDEM'10 Proceedings of the Second international conference on Data Engineering and Management
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Journal of Intelligent Information Systems
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Data Mining and Knowledge Discovery
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AusDM '09 Proceedings of the Eighth Australasian Data Mining Conference - Volume 101
Topic-based Amharic text summarization with probabilistic latent semantic analysis
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Coreference resolution: an empirical study based on SemEval-2010 shared Task 1
Language Resources and Evaluation
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We propose a new method for using anaphoric information in Latent Semantic Analysis (LSA), and discuss its application to develop an LSA-based summarizer which achieves a significantly better performance than a system not using anaphoric information, and a better performance by the rouge measure than all but one of the single-document summarizers participating in DUC-2002. Anaphoric information is automatically extracted using a new release of our own anaphora resolution system, GUITAR, which incorporates proper noun resolution. Our summarizer also includes a new approach for automatically identifying the dimensionality reduction of a document on the basis of the desired summarization percentage. Anaphoric information is also used to check the coherence of the summary produced by our summarizer, by a reference checker module which identifies anaphoric resolution errors caused by sentence extraction.