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
Graph-based ranking algorithms for sentence extraction, applied to text summarization
ACLdemo '04 Proceedings of the ACL 2004 on Interactive poster and demonstration sessions
Noise reduction through summarization for Web-page classification
Information Processing and Management: an International Journal
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Combining Multiple Features for Automatic Text Summarization through Machine Learning
PROPOR '08 Proceedings of the 8th international conference on Computational Processing of the Portuguese Language
A complex network approach to text summarization
Information Sciences: an International Journal
Using signals of human interest to enhance single-document summarization
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Eliminating redundancy by spectral relaxation for multi-document summarization
TextGraphs-5 Proceedings of the 2010 Workshop on Graph-based Methods for Natural Language Processing
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Modeling and evaluating summaries using complex networks
PROPOR'06 Proceedings of the 7th international conference on Computational Processing of the Portuguese Language
Toward a Unified Framework for Standard and Update Multi-Document Summarization
ACM Transactions on Asian Language Information Processing (TALIP)
On using a quantum physics formalism for multidocument summarization
Journal of the American Society for Information Science and Technology
Rapid increase of the weighted shortest path length in key term concurrence network and its origin
CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics
PSG: a two-layer graph model for document summarization
Frontiers of Computer Science: Selected Publications from Chinese Universities
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We demonstrate TextRank -- a system for unsupervised extractive summarization that relies on the application of iterative graph-based ranking algorithms to graphs encoding the cohesive structure of a text. An important characteristic of the system is that it does not rely on any language-specific knowledge resources or any manually constructed training data, and thus it is highly portable to new languages or domains.