Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Constructing literature abstracts by computer: techniques and prospects
Information Processing and Management: an International Journal - Special issue on natural language processing and information retrieval
A trainable document summarizer
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
A study of retrospective and on-line event detection
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
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
Information Retrieval
Learning Approaches for Detecting and Tracking News Events
IEEE Intelligent Systems
Implementation of the SMART Information Retrieval System
Implementation of the SMART Information Retrieval System
Generating natural language summaries from multiple on-line sources
Computational Linguistics - Special issue on natural language generation
Conciseness through aggregation in text generation
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Automated text summarization and the SUMMARIST system
TIPSTER '98 Proceedings of a workshop on held at Baltimore, Maryland: October 13-15, 1998
Multi-document summarization by graph search and matching
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Temporal summaries of new topics
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Recent developments in text summarization
Proceedings of the tenth international conference on Information and knowledge management
A summarization system for Chinese news from multiple sources
Journal of the American Society for Information Science and Technology
Correlating summarization of multi-source news with k-way graph bi-clustering
ACM SIGKDD Explorations Newsletter
Visualization-enabled multi-document summarization by Iterative Residual Rescaling
Natural Language Engineering
Multidocument summarization via information extraction
HLT '01 Proceedings of the first international conference on Human language technology research
Detecting shifts in news stories for paragraph extraction
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Selecting sentences for multidocument summaries using randomized local search
AS '02 Proceedings of the ACL-02 Workshop on Automatic Summarization - Volume 4
A multiple-document summarization system with user interaction
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Context and learning in novelty detection
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Multi-candidate reduction: Sentence compression as a tool for document summarization tasks
Information Processing and Management: an International Journal
Experiments in multidocument summarization
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Expert Systems with Applications: An International Journal
Using query expansion in graph-based approach for query-focused multi-document summarization
Information Processing and Management: an International Journal
Enhancing diversity, coverage and balance for summarization through structure learning
Proceedings of the 18th international conference on World wide web
Review-oriented metadata enrichment: a case study
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Factors affecting click-through behavior in aggregated search interfaces
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Multi-document summarization via the minimum dominating set
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Portable extraction of partially structured facts from the web
IceTAL'10 Proceedings of the 7th international conference on Advances in natural language processing
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This paper discusses a text extraction approach to multi-document summarization that builds on single-document summarization methods by using additional, available information about the document set as a whole and the relationships between the documents. Multi-document summarization differs from single in that the issues of compression, speed, redundancy and passage selection are critical in the formation of useful summaries. Our approach addresses these issues by using domain-independent techniques based mainly on fast, statistical processing, a metric for reducing redundancy and maximizing diversity in the selected passages, and a modular framework to allow easy parameterization for different genres, corpora characteristics and user requirements.