Automatic text structuring and summarization
Information Processing and Management: an International Journal - Special issue: methods and tools for the automatic construction of hypertext
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
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
The potential and limitations of automatic sentence extraction for summarization
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
PageRank on semantic networks, with application to word sense disambiguation
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Information Processing and Management: an International Journal
Expert Systems with Applications: An International Journal
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Summarization system evaluation revisited: N-gram graphs
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Keyphrase Extraction from Chinese News Web Pages Based on Semantic Relations
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An Ontology-Based Approach to Text Summarization
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Query-Oriented Summarization Based on Neighborhood Graph Model
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ESUM: An Efficient System for Query-Specific Multi-document Summarization
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
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CLIAWS3 '09 Proceedings of the Third International Workshop on Cross Lingual Information Access: Addressing the Information Need of Multilingual Societies
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Graph-based keyword extraction for single-document summarization
MMIES '08 Proceedings of the Workshop on Multi-source Multilingual Information Extraction and Summarization
Impact of linguistic analysis on the semantic graph coverage and learning of document extracts
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
Utilizing inter-passage and inter-document similarities for re-ranking search results
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TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
Learning of graph-based question answering rules
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
PageRank for ranking authors in co-citation networks
Journal of the American Society for Information Science and Technology
Incremental Personalised Summarisation with Novelty Detection
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
Keyword extraction based on pagerank
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Graph-based answer fusion in multilingual question answering
TSD'07 Proceedings of the 10th international conference on Text, speech and dialogue
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ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
PageRank without hyperlinks: Structural reranking using links induced by language models
ACM Transactions on Information Systems (TOIS)
Multi-document summarization via budgeted maximization of submodular functions
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Word sense induction & disambiguation using hierarchical random graphs
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Discovering author impact: A PageRank perspective
Information Processing and Management: an International Journal
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COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Utilizing inter-passage and inter-document similarities for reranking search results
ACM Transactions on Information Systems (TOIS)
A context-sensitive manifold ranking approach to query-focused multi-document summarization
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Summarization as feature selection for document categorization on small datasets
IceTAL'10 Proceedings of the 7th international conference on Advances in natural language processing
Estimating importance features for fact mining: with a case study in biography mining
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
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CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Co-clustering sentences and terms for multi-document summarization
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Pazesh: a graph-based approach to increase readability of automatic text summaries
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
Text summarization using Latent Semantic Analysis
Journal of Information Science
An investigation concerning the generation of text summarisation classifiers using secondary data
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
The opposite of smoothing: a language model approach to ranking query-specific document clusters
Journal of Artificial Intelligence Research
Building document graphs for multiple news articles summarization: an event-based approach
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Random walks on text structures
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Text summarisation in progress: a literature review
Artificial Intelligence Review
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Frontiers of Computer Science: Selected Publications from Chinese Universities
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Intelligent Data Analysis - Dynamic Networks and Knowledge Discovery
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This paper presents an innovative unsupervised method for automatic sentence extraction using graph-based ranking algorithms. We evaluate the method in the context of a text summarization task, and show that the results obtained compare favorably with previously published results on established benchmarks.