Constructing literature abstracts by computer: techniques and prospects
Information Processing and Management: an International Journal - Special issue on natural language processing and information retrieval
A methodology for writing problem structured abstracts
Information Processing and Management: an International Journal
What sort of a thing is an AI experiment?
The foundation of artificial intelligence---a sourcebook
Evaluating text categorization
HLT '91 Proceedings of the workshop on Speech and Natural Language
The discourse-level structure of empirical abstracts: an exploratory study
Information Processing and Management: an International Journal
The identification of important concepts in highly structured technical papers
SIGIR '93 Proceedings of the 16th 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
Automatic condensation of electronic publications by sentence selection
Information Processing and Management: an International Journal - Special issue: summarizing text
Assessing agreement on classification tasks: the kappa statistic
Computational Linguistics
Journal of the American Society for Information Science - Special topic issue on the history of documentation and information science: part II
Advantages of query biased summaries in information retrieval
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
A re-examination of text categorization methods
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)
Automatic abstracting and indexing—survey and recommendations
Communications of the ACM
Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Towards Multi-paper Summarization Using Reference Information
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
Statistics-Based Summarization - Step One: Sentence Compression
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Lexical cohesion computed by thesaural relations as an indicator of the structure of text
Computational Linguistics
Accurate methods for the statistics of surprise and coincidence
Computational Linguistics - Special issue on using large corpora: I
Tracking point of view in narrative
Computational Linguistics
TextTiling: segmenting text into multi-paragraph subtopic passages
Computational Linguistics
Generating natural language summaries from multiple on-line sources
Computational Linguistics - Special issue on natural language generation
Advances in domain independent linear text segmentation
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Cut and paste based text summarization
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Identifying topics by position
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
The TIPSTER SUMMAC Text Summarization Evaluation
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
An annotation scheme for discourse-level argumentation in research articles
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
Role of verbs in document analysis
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
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
What's yours and what's mine: determining intellectual attribution in scientific text
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Introduction to the special issue on summarization
Computational Linguistics - Summarization
Semi-automatic annotation of contested knowledge on the world wide web
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
World wide web site summarization
Web Intelligence and Agent Systems
ClaimSpotter: an environment to support sensemaking with knowledge triples
Proceedings of the 10th international conference on Intelligent user interfaces
Automatic summarisation of legal documents
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Sequence modelling for sentence classification in a legal summarisation system
Proceedings of the 2005 ACM symposium on Applied computing
Journal of Biomedical Informatics
A baseline feature set for learning rhetorical zones using full articles in the biomedical domain
ACM SIGKDD Explorations Newsletter - Natural language processing and text mining
Summarising legal texts: sentential tense and argumentative roles
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
Development in parsing technology: from theory to application
New developments in parsing technology
Sensemaking tools for understanding research literatures: Design, implementation and user evaluation
International Journal of Human-Computer Studies
Automatic legal text summarisation: experiments with summary structuring
ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Semantic similarity applied to spoken dialogue summarization
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Discourse chunking and its application to sentence compression
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Learning-based summarisation of XML documents
Information Retrieval
Automatic summarising: The state of the art
Information Processing and Management: an International Journal
Using position, fonts and cited references to retrieve scientific documents
Journal of Information Science
Extractive summarisation of legal texts
Artificial Intelligence and Law - AI & law in eGovernment and eDemocracy part I
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Proceedings of twenty-first ACM SIGOPS symposium on Operating systems principles
Sequential Document Visualization
IEEE Transactions on Visualization and Computer Graphics
Semantic components enhance retrieval of domain-specific documents
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Blind men and elephants: What do citation summaries tell us about a research article?
Journal of the American Society for Information Science and Technology
Ontology-supported polarity mining
Journal of the American Society for Information Science and Technology
An Efficient Statistical Approach for Automatic Organic Chemistry Summarization
GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
SABIO: A BIOLOGICALLY PLAUSIBLE CONNECTIONIST APPROACH TO AUTOMATIC TEXT SUMMARIZATION
Applied Artificial Intelligence
Inter-coder agreement for computational linguistics
Computational Linguistics
Improving meeting summarization by focusing on user needs: a task-oriented evaluation
Proceedings of the 14th international conference on Intelligent user interfaces
Psychiatric document retrieval using a discourse-aware model
Artificial Intelligence
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
Whetting the appetite of scientists: producing summaries tailored to the citation context
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Improving Legal Document Summarization Using Graphical Models
Proceedings of the 2006 conference on Legal Knowledge and Information Systems: JURIX 2006: The Nineteenth Annual Conference
SIDE: the summarization integrated development environment
HLT-Demonstrations '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Demo Session
Using argumentation to retrieve articles with similar citations from MEDLINE
JNLPBA '04 Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications
Zone identification in biology articles as a basis for information extraction
JNLPBA '04 Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications
Improving the comprehension of legal documentation: the case of patent claims
Proceedings of the 12th International Conference on Artificial Intelligence and Law
Semantic annotation of papers: interface & enrichment tool (SAPIENT)
BioNLP '09 Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing
CACLA '09 Proceedings of the EACL 2009 Workshop on Cognitive Aspects of Computational Language Acquisition
Abstraction summarization for managing the biomedical research literature
CLS '04 Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics
Scientific paper summarization using citation summary networks
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Text type structure and logical document structure
DiscAnnotation '04 Proceedings of the 2004 ACL Workshop on Discourse Annotation
An approach to summarizing short stories
EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
Automatic classification of citation function
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Get out the vote: determining support or opposition from congressional floor-debate transcripts
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Capturing the User's Reading Context for Tailoring Summaries
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Using citations to generate surveys of scientific paradigms
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Journal of Biomedical Informatics
Panel session: discourse annotation
LAW '07 Proceedings of the Linguistic Annotation Workshop
Sentence extraction for legal text summarisation
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Visual overviews for discovering key papers and influences across research fronts
Journal of the American Society for Information Science and Technology
Using conditional random fields for result identification in biomedical abstracts
Integrated Computer-Aided Engineering
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
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
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Accurate argumentative zoning with maximum entropy models
NLPIR4DL '09 Proceedings of the 2009 Workshop on Text and Citation Analysis for Scholarly Digital Libraries
NLPIR4DL '09 Proceedings of the 2009 Workshop on Text and Citation Analysis for Scholarly Digital Libraries
NLPIR4DL '09 Proceedings of the 2009 Workshop on Text and Citation Analysis for Scholarly Digital Libraries
Generation of biomedical arguments for lay readers
INLG '06 Proceedings of the Fourth International Natural Language Generation Conference
A classification algorithm for predicting the structure of summaries
UCNLG+Sum '09 Proceedings of the 2009 Workshop on Language Generation and Summarisation
Computational Linguistics
Exploiting neighborhood knowledge for single document summarization and keyphrase extraction
ACM Transactions on Information Systems (TOIS)
Journal of Biomedical Informatics
Document clustering of scientific texts using citation contexts
Information Retrieval
Towards automatic extraction of epistemic items from scientific publications
Proceedings of the 2010 ACM Symposium on Applied Computing
A new hybrid summarizer based on vector space model, statistical physics and linguistics
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Web Semantics: Science, Services and Agents on the World Wide Web
The Knowledge Engineering Review
An interactive tool for supporting error analysis for text mining
HLT-DEMO '10 Proceedings of the NAACL HLT 2010 Demonstration Session
Detecting novelty in the context of progressive summarization
HLT-SRWS '10 Proceedings of the NAACL HLT 2010 Student Research Workshop
Identifying non-explicit citing sentences for citation-based summarization
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
BioNLP '10 Proceedings of the 2010 Workshop on Biomedical Natural Language Processing
Automatic creation of a technical trend map from research papers and patents
PaIR '10 Proceedings of the 3rd international workshop on Patent information retrieval
Focused and aggregated search: a perspective from natural language generation
Information Retrieval
A rhetorical syntax-driven model for speech summarization
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Section classification in clinical notes using supervised hidden markov model
Proceedings of the 1st ACM International Health Informatics Symposium
Identification of rhetorical roles for segmentation and summarization of a legal judgment
Artificial Intelligence and Law
Inserting rhetorical predicates for quasi-abstractive summarization
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
Towards automated related work summarization
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Discourse constraints for document compression
Computational Linguistics
Multi-document summarization of scientific corpora
Proceedings of the 2011 ACM Symposium on Applied Computing
Technical trend analysis by analyzing research papers' titles
LTC'09 Proceedings of the 4th conference on Human language technology: challenges for computer science and linguistics
Towards automatic thematic sheets based on discursive categories in biomedical literature
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
SciSumm: a multi-document summarization system for scientific articles
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations
WASDGML '11 Proceedings of the Workshop on Automatic Summarization for Different Genres, Media, and Languages
Robust argumentative zoning for sensemaking in scholarly documents
NLP4DL'09/AT4DL'09 Proceedings of the 2009 international conference on Advanced language technologies for digital libraries
Mining methodologies from NLP publications: A case study in automatic terminology recognition
Computer Speech and Language
New trends for reading scientific documents
Proceedings of the 4th ACM workshop on Online books, complementary social media and crowdsourcing
Active learning with semi-automatic annotation for extractive speech summarization
ACM Transactions on Speech and Language Processing (TSLP)
Presentation of arguments and counterarguments for tentative scientific knowledge
ArgMAS'05 Proceedings of the Second international conference on Argumentation in Multi-Agent Systems
Text summarisation in progress: a literature review
Artificial Intelligence Review
A weakly-supervised approach to argumentative zoning of scientific documents
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Journal of the American Society for Information Science and Technology
Improving MeSH classification of biomedical articles using citation contexts
Journal of Biomedical Informatics
Language supports for journal abstract writing across disciplines
Journal of Computer Assisted Learning
Rhetorical relations for information retrieval
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Stylometric analysis of scientific articles
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Discourse structure and computation: past, present and future
ACL '12 Proceedings of the ACL-2012 Special Workshop on Rediscovering 50 Years of Discoveries
Identifying comparative claim sentences in full-text scientific articles
ACL '12 Proceedings of the Workshop on Detecting Structure in Scholarly Discourse
A three-way perspective on scientific discourse annotation for knowledge extraction
ACL '12 Proceedings of the Workshop on Detecting Structure in Scholarly Discourse
Journal of the American Society for Information Science and Technology
Localised topic information extraction for summarisation using syntactic sequences
International Journal of Knowledge and Web Intelligence
IT innovation adoption by enterprises: Knowledge discovery through text analytics
Decision Support Systems
Discourse structure and language technology
Natural Language Engineering
Towards content-level coherence with aspect-guided summarization
ACM Transactions on Speech and Language Processing (TSLP)
Text Mining of Protein Phosphorylation Information Using a Generalizable Rule-Based Approach
Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Generating extractive summaries of scientific paradigms
Journal of Artificial Intelligence Research
A user-centric model to semantically annotate and retrieve scientific documents
Proceedings of the sixth international workshop on Exploiting semantic annotations in information retrieval
Summarization of scientific documents by detecting common facts in citations
Future Generation Computer Systems
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In this article we propose a strategy for the summarization of scientific articles that concentrates on the rhetorical status of statements in an article: Material for summaries is selected in such a way that summaries can highlight the new contribution of the source article and situate it with respect to earlier work.We provide a gold standard for summaries of this kind consisting of a substantial corpus of conference articles in computational linguistics annotated with human judgments of the rhetorical status and relevance of each sentence in the articles. We present several experiments measuring our judges' agreement on these annotations.We also present an algorithm that, on the basis of the annotated training material, selects content from unseen articles and classifies it into a fixed set of seven rhetorical categories. The output of this extraction and classification system can be viewed as a single-document summary in its own right; alternatively, it provides starting material for the generation of task-oriented and user-tailored summaries designed to give users an overview of a scientific field.