The automatic construction of large-scale corpora for summarization research
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Efficient text summarization using lexical chains
Proceedings of the 5th international conference on Intelligent user interfaces
Lexical cohesion computed by thesaural relations as an indicator of the structure of text
Computational Linguistics
Cut and paste based text summarization
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Information fusion in the context of multi-document summarization
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Improving summaries by revising them
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Introduction to the special issue on summarization
Computational Linguistics - Summarization
Correcting real-word spelling errors by restoring lexical cohesion
Natural Language Engineering
Discovering "title-like" terms
Information Processing and Management: an International Journal
Sentence Fusion for Multidocument News Summarization
Computational Linguistics
A general framework for distributional similarity
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Concept formation as knowledge accumulation: A computational linguistics study
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
BioChain: lexical chaining methods for biomedical text summarization
Proceedings of the 2006 ACM symposium on Applied computing
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Fast generation of result snippets in web search
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
The use of domain-specific concepts in biomedical text summarization
Information Processing and Management: an International Journal
Using lexical chains for keyword extraction
Information Processing and Management: an International Journal
Information acquisition using multiple classifications
Proceedings of the 4th international conference on Knowledge capture
Biomedical text summarisation using concept chains
International Journal of Data Mining and Bioinformatics
Query biased snippet generation in XML search
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Text Entailment for Logical Segmentation and Summarization
NLDB '08 Proceedings of the 13th international conference on Natural Language and Information Systems: Applications of Natural Language to Information Systems
SABIO: A BIOLOGICALLY PLAUSIBLE CONNECTIONIST APPROACH TO AUTOMATIC TEXT SUMMARIZATION
Applied Artificial Intelligence
Event-Based Summarization Using Critical Temporal Event Term Chain
ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
Computing lexical chains with graph clustering
ACL '07 Proceedings of the 45th Annual Meeting of the ACL: Student Research Workshop
Non-classical lexical semantic relations
CLS '04 Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics
Unsupervised recognition of literal and non-literal use of idiomatic expressions
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
UofL: word sense disambiguation using lexical cohesion
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Top-down cohesion segmentation in summarization
STEP '08 Proceedings of the 2008 Conference on Semantics in Text Processing
IEBeyondDoc '06 Proceedings of the Workshop on Information Extraction Beyond The Document
A New Lexical Chain Algorithm Used for Automatic Summarization
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
A New Lexical Chain Algorithm Used for Automatic Summarization
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
Individual differences in the interpretation of text: Implications for information science
Journal of the American Society for Information Science and Technology
Summarizing definition from Wikipedia
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
Extractive Summarization Based on Event Term Temporal Relation Graph and Critical Chain
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Wisdom of crowds versus wisdom of linguists – measuring the semantic relatedness of words
Natural Language Engineering
Improving XML search by generating and utilizing informative result snippets
ACM Transactions on Database Systems (TODS)
Multi-topical discussion summarization using structured lexical chains and cue words
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Unsupervised word sense disambiguation with lexical chains and graph-based context formalization
LTC'09 Proceedings of the 4th conference on Human language technology: challenges for computer science and linguistics
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts of ACL 2011
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
Research on content-based text retrieval and collaborative filtering in hybrid peer-to-peer networks
CSCWD'04 Proceedings of the 8th international conference on Computer Supported Cooperative Work in Design I
Research on mobile agent based information content-sharing in peer to peer system
CDVE'05 Proceedings of the Second international conference on Cooperative Design, Visualization, and Engineering
Document clustering with grouping and chaining algorithms
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Introducing semantics in web personalization: the role of ontologies
EWMF'05/KDO'05 Proceedings of the 2005 joint international conference on Semantics, Web and Mining
Sentence fusion for multidocument news summarization
Computational Linguistics
Summarization of legal texts with high cohesion and automatic compression rate
JSAI-isAI'12 Proceedings of the 2012 international conference on New Frontiers in Artificial Intelligence
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While automatic text summarization is an area that has received a great deal of attention in recent research, the problem of efficiency in this task has not been frequently addressed. When the size and quantity of documents available on the Internet and from other sources are considered, the need for a highly efficient tool that produces usable summaries is clear. We present a linear-time algorithm for lexical chain computation. The algorithm makes lexical chains a computationally feasible candidate as an intermediate representation for automatic text summarization. A method for evaluating lexical chains as an intermediate step in summarization is also presented and carried out. Such an evaluation was heretofore not possible because of the computational complexity of previous lexical chains algorithms.