Automated Text Summarization:a Survey
In-Su Kang
경성대학교
Korea Business Review 39No. pp.5-29 (2010)
Abstract
Information that human should read grows exponentially. To deal with this problem, computational linguistics and natural language processing communities have attempted to automate summarizing text. Since its start in 1950’s, automated text summarization has handled single-/multi-document summarization using extracting and abstracting techniques, and nowadays specialized its tasks to query-focused multi- document summarization. This paper gives the current state of automatic text summarization techniques focusing on robust, practical extraction- based methods, and describes evaluation methodologies and large-scale summarization evaluation conferences. Finally, future issues are discussed.
Keywords
문서 자동 요약추출 요약추상 요약다중 문서 요약요약 평가
References
- [1] [학술대회논문] Barzilay, R./Using lexical chains for text summarization/In Proceedings of the ACL/EACL Workshop on Intelligent Scalable Text Summarization/1997//~/
- [2] [학술지(정기간행물)] Baxendale, P./Machine-made index for technical literature-an experiment/IBM Journal of Research and Development/1958/2/354~361//
- [3] [학술대회논문] Bossard, A./Description of the lipn systems at TAC 2008:summarizing information and opinions/Proceedings of the Text Analysis Conference/2008//~/
- [4] [학술지(정기간행물)] Brandow, R./Automatic condensation of electronic publications by sentence selection/Information Processing and management/1995/31(5)/675~686//
- [5] [학술지(정기간행물)] Brin, S./The anatomy of a large-scale hypertextual Web search engine/Computer Networks and ISDN Systems/1998/30/1~7//
- [6] [학술대회논문] Carbonell, J./The use of MMR and diversity-based reranking for reordering documents and producing summaries/Proceedings of SIGIR-1998/1998//335~336/
- [7] [학술대회논문] Conroy, J./Text summarization via hidden markov models/Proceedings of SIGIR/2001//406~407/
- [8] [학술대회논문] Corston-Oliver, S./Task-focused summarisation of email/Proceedings of ACL/2004//43~50/
- [9] [학술대회논문] Dang, H. T./Overview of the TAC 2008 update summarization task/Proceedings of the Text Analysis Conference/2008//10~23/
- [10] [학위논문] DeJong, G./Fast Skimming of News Stories:The FRUMP System/박사/Yale University//1978
- [11] [학술대회논문] duVerle, D./A novel discourse parser based on support vector machine classification/Proceedings of ACL/2009//665~673/
- [12] [학술지(정기간행물)] Edmundson, H./New methods in automatic extracting/Journal of the ACM/1969/16(2)/264~285//
- [13] [학술지(정기간행물)] Erkan, G./LexRank:graph-based centrality as salience in text summarisation/Journal of Artificial Intelligence Research/2004/22/457~479//
- [14] [단행본] Information extraction:techniques and challenges. in: Information Extraction/Grishman, R./Springer/1997/~///
- [15] [단행본] Cohesion in English/Halliday, M./Longman/1976/~///
- [16] [단행본] Automated text summarization. in: The Oxford Handbook of Computational Linguistics/Hovy, E./Oxford University Press/2005/~///
- [17] [학술대회논문] Hovy, E./Evaluating duc 2005 using basic elements/Proceedings of Document Understanding Conference(DUC)/2005//~/
- [18] [학술대회논문] Katragadda, R./Sentence position revisited:a robust light-weight update summarization baseline algorithm/Proceedings of the International Workshop on Cross Lingual Information Access/2009//46~52/
- [19] [학술지(정기간행물)] Kleinberg, J./Authoritative sources in a hyperlinked environment/Journal of the ACM/1999/46(5)/604~632//
- [20] [학술대회논문] Kupiec, J./A trainable document summariser/Proceedings of SIGIR/1995//68~73/
- [21] [학술대회논문] Lin, C./Identifying Topics by Position/Proceedings of ANLP/1997//283~290/
- [22] [학술대회논문] Lin, C./Training a selection function for extraction/Proceedings of CIKM/1999//1~8/
- [23] [학술대회논문] Lin, C./Rouge:a package for automatic evaluation of summaries/Proceedings of ACL/2004//74~81/
- [24] [학술대회논문] Lin, C./An information-theoretic approach to automatic evaluation of summaries/Proceedings of HLT-NAACL/2006//463~470/
- [25] [학술지(정기간행물)] Luhn, H./The automatic creation of literature abstracts/IBM Journal of Research and Development/1958/2/159~165//
- [26] [단행본] Advances in automatic text summarisation/Mani, I./MIT Press/1999/~///
- [27] [학술대회논문] Mani, I./The TIPSTER SUMMAC text summarization evaluation/Proceedings of EACL/1999//77~85/
- [28] [학위논문] Marcu, D./The rhetorical parsing, summarization, and generation of natural language texts/박사/University of Toronto//1997
- [29] [학술대회논문] McKeown, K./Generating summaries of multiple news articles/Proceedings of SIGIR/1995//74~82/
- [30] [학술대회논문] Mihalcea, R./Graph-based ranking algorithms for sentence extraction, applied to text summarization/In Proceedings of ACL/2004//~/
- [31] [학술지(정기간행물)] Morris, A./The effects and limitations of automated text condensing on reading comprehension performance/Information Systems Research/1992/3(1)/17~35//
- [32] [학술대회논문] Murray, G./Extractive summarisation of meeting recordings/Proceedings of ACL/2005//~/
- [33] [학술대회논문] Nenkova, A./Automatic text summarization of newswire:Lessons learned from the document understanding conference/Proceedings of AAAI/2005//~/
- [34] [학술대회논문] Nobata, C./Evaluation of features for sentence extraction on different types of corpora/Proceedings of ACL/2003//~/
- [35] [학술대회논문] Pitler, E./Easily identifiable discourse relations/Proceedings of COLING/2008//~/
- [36] [학술대회논문] Radev, D./Centroid-based summarisation of multiple documents:sentence extraction, utilitybased evaluation, and user studies/Proceedings of ANLP/NAACL/2000//21~30/
- [37] [학술지(정기간행물)] Salton, G./Automatic text structuring and summarization/Information Processing & Management/1997/33(2)/193~207//
- [38] [학술대회논문] Shen, D./Document summarization using Conditional Random Fields/Proceedings of IJCAI/2007//1805~1813/
- [39] [단행본] Evaluating natural language processing systems/Sparck-Jones, K./Springer/1996/~///
- [40] [단행본] Automatic summarising:Factors and directions. in: Advances in automatic text summarisation/Sparck-Jones, K./MIT Press/1999/~///
- [41] [학술대회논문] Sumita, K./A discourse structure analyzer for Japanese text/Proceedings of the International Conference on Fifth Generation Computer Systems/1992/통권 : 2/1133~1140/
- [42] [학술대회논문] Svore, K./Enhancing single-document summarization by combining RankNet and third-party sources/Proceedings of EMNLP- CoNLL/2007//448~457/
- [43] [학술대회논문] Teufel, S./Sentence extraction as a classification task/Proceedings of ACL/1997//58~65/
- [44] [학술지(정기간행물)] Zajic, D./Multi-candidate reduction:Sentence compression as a tool for document summarization tasks/Information Processing and Management/2007/43/1549~1570//
- [45] [학술대회논문] Zechner, K./Automatic generation of concise summaries of spoken dialogues in unrestricted domains/Proceedings of SIGIR/2001//199~207/
