A trainable document summarizer
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Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
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Journal of the ACM (JACM)
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Statistics-Based Summarization - Step One: Sentence Compression
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Accurate methods for the statistics of surprise and coincidence
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Sentence reduction for automatic text summarization
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
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COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Multidocument summarization via information extraction
HLT '01 Proceedings of the first international conference on Human language technology research
From single to multi-document summarization: a prototype system and its evaluation
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
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
Manual and automatic evaluation of summaries
AS '02 Proceedings of the ACL-02 Workshop on Automatic Summarization - Volume 4
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HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
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HLT '02 Proceedings of the second international conference on Human Language Technology Research
Clustering and visualization in a multi-lingual multi-document summarization system
ECIR'03 Proceedings of the 25th European conference on IR research
Example-based sentence reduction using the hidden markov model
ACM Transactions on Asian Language Information Processing (TALIP)
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CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Probabilistic sentence reduction using support vector machines
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Syntactic simplification for improving content selection in multi-document summarization
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
A combined method of text summarization via sentence extraction
CEA'07 Proceedings of the 2007 annual Conference on International Conference on Computer Engineering and Applications
Wordnet-based summarization of unstructured document
WSEAS Transactions on Computers
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COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Is sentence compression an NLG task?
ENLG '09 Proceedings of the 12th European Workshop on Natural Language Generation
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ILP '09 Proceedings of the Workshop on Integer Linear Programming for Natural Langauge Processing
Global inference for sentence compression an integer linear programming approach
Journal of Artificial Intelligence Research
Improving XML search by generating and utilizing informative result snippets
ACM Transactions on Database Systems (TODS)
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ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Title generation with quasi-synchronous grammar
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
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Empirical methods in natural language generation
Discourse constraints for document compression
Computational Linguistics
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HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Evaluating sentence compression: pitfalls and suggested remedies
MTTG '11 Proceedings of the Workshop on Monolingual Text-To-Text Generation
Sentence compression learned by news headline for displaying in small device
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
Text compression by syntactic pruning
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Discourse segmentation for sentence compression
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Framework of automatic text summarization using reinforcement learning
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Discursive sentence compression
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
An abstractive approach to sentence compression
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
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In this paper we study the effectiveness of applying sentence compression on an extraction based multi-document summarization system. Our results show that pure syntactic-based compression does not improve system performance. Topic signature-based reranking of compressed sentences does not help much either. However reranking using an oracle showed a significant improvement remains possible.