The use of MMR, diversity-based reranking for reordering documents and producing summaries
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Summarizing text documents: sentence selection and evaluation metrics
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Towards multidocument summarization by reformulation: progress and prospects
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Summarizing Similarities and Differences Among Related Documents
Information Retrieval
Advances in Automatic Text Summarization
Advances in Automatic Text Summarization
Generating natural language summaries from multiple on-line sources
Computational Linguistics - Special issue on natural language generation
Creating and evaluating multi-document sentence extract summaries
Proceedings of the ninth international conference on Information and knowledge management
Temporal summaries of new topics
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Finding topic words for hierarchical summarization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Using sentence-selection heuristics to rank text segments in TXTRACTOR
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Summarizing archived discussions: a beginning
Proceedings of the 8th international conference on Intelligent user interfaces
Introduction to the special issue on summarization
Computational Linguistics - Summarization
Towards CST-enhanced summarization
Eighteenth national conference on Artificial intelligence
The diversity-based approach to open-domain text summarization
Information Processing and Management: an International Journal
Summary evaluation and text categorization
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
DefScriber: a hybrid system for definitional QA
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Summarization evaluation using relative utility
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Improving text categorization using the importance of sentences
Information Processing and Management: an International Journal
Multidocument summarization: An added value to clustering in interactive retrieval
ACM Transactions on Information Systems (TOIS)
Unsupervised learning of soft patterns for generating definitions from online news
Proceedings of the 13th international conference on World Wide Web
Evaluation of an extraction-based approach to answering definitional questions
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
World wide web site summarization
Web Intelligence and Agent Systems
Sentence ordering in multidocument summarization
HLT '01 Proceedings of the first international conference on Human language technology research
Information gain ratio as term weight: the case of summarization of IR results
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Meta-evaluation of summaries in a cross-lingual environment using content-based metrics
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Detecting shifts in news stories for paragraph extraction
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Evaluation challenges in large-scale document summarization
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Extracting conceptual relationships from specialized documents
Data & Knowledge Engineering - Special issue: ER 2002
Scalable discovery of hidden emails from large folders
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
NewsInEssence: summarizing online news topics
Communications of the ACM - The digital society
Sentence Fusion for Multidocument News Summarization
Computational Linguistics
Improving chronological ordering of sentences extracted from multiple newspaper articles
ACM Transactions on Asian Language Information Processing (TALIP)
Revisions that improve cohesion in multi-document summaries: a preliminary study
AS '02 Proceedings of the ACL-02 Workshop on Automatic Summarization - Volume 4
Document fusion for comprehensive event description
HLTKM '01 Proceedings of the workshop on Human Language Technology and Knowledge Management - Volume 2001
Combining optimal clustering and Hidden Markov models for extractive summarization
MultiSumQA '03 Proceedings of the ACL 2003 workshop on Multilingual summarization and question answering - Volume 12
Sub-event based multi-document summarization
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
Multi-document summarization using off the shelf compression software
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
Summary in context: Searching versus browsing
ACM Transactions on Information Systems (TOIS)
News to go: hierarchical text summarization for mobile devices
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
One story, one flow: Hidden Markov Story Models for multilingual multidocument summarization
ACM Transactions on Speech and Language Processing (TSLP)
An empirical study of information synthesis tasks
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
FASIL email summarisation system
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Improving LSA-based summarization with anaphora resolution
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Complementary information retrieval for cross-media news content
Information Systems
The Pyramid Method: Incorporating human content selection variation in summarization evaluation
ACM Transactions on Speech and Language Processing (TSLP)
Ontology summarization based on rdf sentence graph
Proceedings of the 16th international conference on World Wide Web
Journal of Biomedical Informatics
Use of ranked cross document evidence trails for hypothesis generation
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic summarising: The state of the art
Information Processing and Management: an International Journal
Two uses of anaphora resolution in summarization
Information Processing and Management: an International Journal
User-model based personalized summarization
Information Processing and Management: an International Journal
Experiments in multidocument summarization
HLT '02 Proceedings of the second international conference on Human Language Technology Research
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
Design and development of a concept-based multi-document summarization system for research abstracts
Journal of Information Science
Summarization system evaluation revisited: N-gram graphs
ACM Transactions on Speech and Language Processing (TSLP)
Wordnet-based summarization of unstructured document
WSEAS Transactions on Computers
INLG '08 Proceedings of the Fifth International Natural Language Generation Conference
GistSumm: a summarization tool based on a new extractive method
PROPOR'03 Proceedings of the 6th international conference on Computational processing of the Portuguese language
Biomedical question answering: A survey
Computer Methods and Programs in Biomedicine
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We present a multi-document summarizer, called MEAD, which generates summaries using cluster centroids produced by a topic detection and tracking system. We also describe two new techniques, based on sentence utility and subsumption, which we have applied to the evaluation of both single and multiple document summaries. Finally, we describe two user studies that test our models of multi-document summarization.