Topic parsing: accounting for text macro structures in full-text analysis
Information Processing and Management: an International Journal - Special issue on natural language processing and information retrieval
A full-text retrieval system with a dynamic abstract generation function
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
A trainable document summarizer
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Introduction: automatic summarizing
Information Processing and Management: an International Journal - Special issue: summarizing text
Automatic condensation of electronic publications by sentence selection
Information Processing and Management: an International Journal - Special issue: summarizing text
Generating concise natural language summaries
Information Processing and Management: an International Journal - Special issue: summarizing text
Generating summaries from event data
Information Processing and Management: an International Journal - Special issue: summarizing text
Automatic text structuring and summarization
Information Processing and Management: an International Journal - Special issue: methods and tools for the automatic construction of hypertext
Abstracting of legal cases: the SALOMON experience
Proceedings of the 6th international conference on Artificial intelligence and law
Advantages of query biased summaries in information retrieval
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
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
New Methods in Automatic Extracting
Journal of the ACM (JACM)
OCELOT: a system for summarizing Web pages
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Applying summarization techniques for term selection in relevance feedback
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Generic summaries for indexing in information retrieval
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Automatic generation of concise summaries of spoken dialogues in unrestricted domains
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Enhanced topic distillation using text, markup tags, and hyperlinks
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
The Theory and Practice of Discourse Parsing and Summarization
The Theory and Practice of Discourse Parsing and Summarization
Advances in Automatic Text Summarization
Advances in Automatic Text Summarization
Summarization beyond sentence extraction: a probabilistic approach to sentence compression
Artificial Intelligence
Summarizing scientific articles: experiments with relevance and rhetorical status
Computational Linguistics - Summarization
Automatic summarization of open-domain multiparty dialogues in diverse genres
Computational Linguistics - Summarization
Generating indicative-informative summaries with sumUM
Computational Linguistics - Summarization
Collages as dynamic summaries for news video
Proceedings of the tenth ACM international conference on Multimedia
SUMMAC: a text summarization evaluation
Natural Language Engineering
The automated acquisition of topic signatures for text summarization
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
An unsupervised approach to recognizing discourse relations
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
A noisy-channel model for document compression
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Evaluation challenges in large-scale document summarization
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Query-relevant summarization using FAQs
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
An algorithm for one-page summarization of a long text based on thematic hierarchy detection
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Summarizing multilingual spoken negotiation dialogues
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Headline generation based on statistical translation
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Web-page summarization using clickthrough data
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Topic themes for multi-document summarization
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Concept identification and presentation in the context of technical text summarization
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Mining discourse markers for Chinese textual summarization
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Text summarizer in use: lessons learned from real world deployment and evaluation
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Evaluation of phrase-representation summarization based on information retrieval task
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Multi-document summarization by visualizing topical content
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Using summarization for automatic briefing generation
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Selecting sentences for multidocument summaries using randomized local search
AS '02 Proceedings of the ACL-02 Workshop on Automatic Summarization - Volume 4
Using a text engineering framework to build an extendable and portable IE-based summarisation system
AS '02 Proceedings of the ACL-02 Workshop on Automatic Summarization - Volume 4
Using summaries in document retrieval
AS '02 Proceedings of the ACL-02 Workshop on Automatic Summarization - Volume 4
Manual and automatic evaluation of summaries
AS '02 Proceedings of the ACL-02 Workshop on Automatic Summarization - Volume 4
Evaluation of features for sentence extraction on different types of corpora
MultiSumQA '03 Proceedings of the ACL 2003 workshop on Multilingual summarization and question answering - Volume 12
Hedge Trimmer: a parse-and-trim approach to headline generation
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
Multi-document summarization using off the shelf compression software
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
Summarising legal texts: sentential tense and argumentative roles
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
A study for documents summarization based on personal annotation
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
Examining the consensus between human summaries: initial experiments with factoid analysis
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
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
ACM SIGGRAPH 2006 Papers
Modeling local coherence: an entity-based approach
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
QARLA: a framework for the evaluation of text summarization systems
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Digesting virtual "geek" culture: the summarization of technical internet relay chats
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Choosing the content of textual summaries of large time-series data sets
Natural Language Engineering
Tracking and summarizing news on a daily basis with Columbia's Newsblaster
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Automated multi-document summarization in NeATS
HLT '02 Proceedings of the second international conference on Human Language Technology Research
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
LexRank: graph-based lexical centrality as salience in text summarization
Journal of Artificial Intelligence Research
Automatic evaluation of text coherence: models and representations
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
The automatic creation of literature abstracts
IBM Journal of Research and Development
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
Information Processing and Management: an International Journal
Journal of the American Society for Information Science and Technology
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
A complex network approach to text summarization
Information Sciences: an International Journal
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
Expert Systems with Applications: An International Journal
An Extractive Text Summarizer Based on Significant Words
ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
How evolutionary algorithms are applied to statistical natural language processing
Artificial Intelligence Review
Mixed-source multi-document speech-to-text summarization
MMIES '08 Proceedings of the Workshop on Multi-source Multilingual Information Extraction and Summarization
A Gradual Combination of Features for Building Automatic Summarisation Systems
TSD '09 Proceedings of the 12th International Conference on Text, Speech and Dialogue
Multi-document summarisation using generic relation extraction
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Evaluation of automatic summaries: metrics under varying data conditions
UCNLG+Sum '09 Proceedings of the 2009 Workshop on Language Generation and Summarisation
Studies on intrinsic summary evaluation
International Journal of Artificial Intelligence and Soft Computing
Supporting program comprehension with source code summarization
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 2
Comprehensive linguistic steganography survey
International Journal of Information and Computer Security
Summary of FAQs from a topical forum based on the native composition structure
Expert Systems with Applications: An International Journal
CorrRank: update summarization based on topic correlation analysis
ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing
A K-mixture connective-strength-based approach to automatic text summarisation
International Journal of Intelligent Systems Technologies and Applications
Learning predicate insertion rules for document abstracting
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Expert Systems with Applications: An International Journal
Improving traceability link recovery methods through software artifact summarization
Proceedings of the 6th International Workshop on Traceability in Emerging Forms of Software Engineering
Sumstega: summarisation-based steganography methodology
International Journal of Information and Computer Security
Plans toward automated chat summarization
WASDGML '11 Proceedings of the Workshop on Automatic Summarization for Different Genres, Media, and Languages
COMPENDIUM: a text summarization system for generating abstracts of research papers
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Automatic text summarization and small-world networks
Proceedings of the 11th ACM symposium on Document engineering
RELIN: relatedness and informativeness-based centrality for entity summarization
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
A novel approach to update summarization using evolutionary manifold-ranking and spectral clustering
Expert Systems with Applications: An International Journal
TopicNets: Visual Analysis of Large Text Corpora with Topic Modeling
ACM Transactions on Intelligent Systems and Technology (TIST)
Towards a unified approach for opinion question answering and summarization
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Text summarisation in progress: a literature review
Artificial Intelligence Review
TIWTE '11 Proceedings of the TextInfer 2011 Workshop on Textual Entailment
Knowledge extraction for question titling
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Toward a Unified Framework for Standard and Update Multi-Document Summarization
ACM Transactions on Asian Language Information Processing (TALIP)
MCMR: Maximum coverage and minimum redundant text summarization model
Expert Systems with Applications: An International Journal
Content classification of development emails
Proceedings of the 34th International Conference on Software Engineering
Expert Systems with Applications: An International Journal
BipRank: ranking and summarizing RDF vocabulary descriptions
JIST'11 Proceedings of the 2011 joint international conference on The Semantic Web
Can text summaries help predict ratings? a case study of movie reviews
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
Sentence length bias in TREC novelty track judgements
Proceedings of the Seventeenth Australasian Document Computing Symposium
Formulation of document summarization as a 0-1 nonlinear programming problem
Computers and Industrial Engineering
Incorporating compactness to generate term-association view snippets for ontology search
Information Processing and Management: an International Journal
Towards Twitter context summarization with user influence models
Proceedings of the sixth ACM international conference on Web search and data mining
Application of Text Summarization techniques to the Geographical Information Retrieval task
Expert Systems with Applications: An International Journal
Summary evaluation: together we stand NPowER-ed
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Combining co-clustering with noise detection for theme-based summarization
ACM Transactions on Speech and Language Processing (TSLP)
The notion of diversity in graphical entity summarisation on semantic knowledge graphs
Journal of Intelligent Information Systems
Editorial: COMPENDIUM: A text summarization system for generating abstracts of research papers
Data & Knowledge Engineering
Information Sciences: an International Journal
Information Processing and Management: an International Journal
Extractive single-document summarization based on genetic operators and guided local search
Expert Systems with Applications: An International Journal
Ubiquitous web navigation through harvesting embedded semantic data: A mobile scenario
Integrated Computer-Aided Engineering - Anniversary Volume: Celebrating 20 Years of Excellence
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This paper reviews research on automatic summarising in the last decade. This work has grown, stimulated by technology and by evaluation programmes. The paper uses several frameworks to organise the review, for summarising itself, for the factors affecting summarising, for systems, and for evaluation. The review examines the evaluation strategies applied to summarising, the issues they raise, and the major programmes. It considers the input, purpose and output factors investigated in recent summarising research, and discusses the classes of strategy, extractive and non-extractive, that have been explored, illustrating the range of systems built. The conclusions drawn are that automatic summarisation has made valuable progress, with useful applications, better evaluation, and more task understanding. But summarising systems are still poorly motivated in relation to the factors affecting them, and evaluation needs taking much further to engage with the purposes summaries are intended to serve and the contexts in which they are used.