Text generation: using discourse strategies and focus constraints to generate natural language text
Text generation: using discourse strategies and focus constraints to generate natural language text
Constructing literature abstracts by computer: techniques and prospects
Information Processing and Management: an International Journal - Special issue on natural language processing and information retrieval
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
MURAX: a robust linguistic approach for question answering using an on-line encyclopedia
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Communications of the ACM
Using argumentation to control lexical choice: a functional unification implementation
Using argumentation to control lexical choice: a functional unification implementation
A trainable document summarizer
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Generating summaries of multiple news articles
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Generating concise natural language summaries
Information Processing and Management: an International Journal - Special issue: summarizing text
Revision-based generation of natural language summaries providing historical background: corpus-based analysis, design, implementation and evaluation
Empirically designing and evaluating a new revision-based model for summary generation
Artificial Intelligence - Special volume on empirical methods
Columbia digital news system an environment for briefing and search over multimedia information
IEEE ADL '97 Proceedings of the IEEE international forum on Research and technology advances in digital libraries
Aggregation in Natural Language Generation
EWNLG '93 Selected papers from the Fourth European Workshop on Trends in Natural Language Generation, An Artificial Intelligence Perspective
Skimming stories in real time: an experiment in integrated understanding.
Skimming stories in real time: an experiment in integrated understanding.
A stochastic parts program and noun phrase parser for unrestricted text
ANLC '88 Proceedings of the second conference on Applied natural language processing
Practical issues in automatic documentation generation
ANLC '94 Proceedings of the fourth conference on Applied natural language processing
Disambiguation of proper names in text
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Building a generation knowledge source using Internet-accessible newswire
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Design of a knowledge-based report generator
ACL '83 Proceedings of the 21st annual meeting on Association for Computational Linguistics
Tailoring lexical choice to the user's vocabulary in multimedia explanation generation
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
Conciseness through aggregation in text generation
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Planning coherent multisentential text
ACL '88 Proceedings of the 26th annual meeting on Association for Computational Linguistics
Bilingual generation of weather forecasts in an operations environment
COLING '90 Proceedings of the 13th conference on Computational linguistics - Volume 3
BBN: description of the PLUM system as used for MUC-5
MUC5 '93 Proceedings of the 5th conference on Message understanding
BBN: description of the PLUM system as used for MUC-4
MUC4 '92 Proceedings of the 4th conference on Message understanding
MITRE-Bedford: description of the ALEMBIC system as used for MUC-4
MUC4 '92 Proceedings of the 4th conference on Message understanding
CRL/NMSU and Brandeis: description of the MucBruce system as used for MUC-4
MUC4 '92 Proceedings of the 4th conference on Message understanding
Description of the UMass system as used for MUC-6
MUC6 '95 Proceedings of the 6th conference on Message understanding
Interpretation of proper nouns for information retrieval
HLT '93 Proceedings of the workshop on Human Language Technology
Automated text summarization and the SUMMARIST system
TIPSTER '98 Proceedings of a workshop on held at Baltimore, Maryland: October 13-15, 1998
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
Summarizing text documents: sentence selection and evaluation metrics
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Towards multidocument summarization by reformulation: progress and prospects
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Creating and evaluating multi-document sentence extract summaries
Proceedings of the ninth international conference on Information and knowledge management
Combined-media video tracking for summarization
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
The view from the trenches: issues in the ontology of restricted domains
Proceedings of the international conference on Formal Ontology in Information Systems - Volume 2001
The use of unlabeled data to improve supervised learning for text summarization
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Introduction to the special issue on summarization
Computational Linguistics - Summarization
Summarizing scientific articles: experiments with relevance and rhetorical status
Computational Linguistics - Summarization
Generating indicative-informative summaries with sumUM
Computational Linguistics - Summarization
IKRAFT: Interactive Knowledge Representation and Acquisition from Text
EKAW '02 Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web
TRELLIS: An Interactive Tool for Capturing Information Analysis and Decision Making
EKAW '02 Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web
Automatic Text Summarization Using Unsupervised and Semi-supervised Learning
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Interactive, Domain-Independent Identification and Summarization of Topically Related News Articles
ECDL '01 Proceedings of the 5th European Conference on Research and Advanced Technology for Digital Libraries
Topic Detection Using Lexical Chains
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Multi-document Summarization Using Informative Words and Its Evaluation with a QA System
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
Pyramidal Digest: An Efficient Model for Abstracting Text Databases
DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications
Towards CST-enhanced summarization
Eighteenth national conference on Artificial intelligence
A summarization system for Chinese news from multiple sources
Journal of the American Society for Information Science and Technology
SUMMAC: a text summarization evaluation
Natural Language Engineering
Cross-language headline generation for Hindi
ACM Transactions on Asian Language Information Processing (TALIP)
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
A multilingual news summarizer
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Query based event extraction along a timeline
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Knowledge management technology
IBM Systems Journal
Using linguistic knowledge in automatic abstracting
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
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
Centroid-based summarization of multiple documents
Information Processing and Management: an International Journal
Using a web-based categorization approach to generate thematic metadata from texts
ACM Transactions on Asian Language Information Processing (TALIP)
Correlating summarization of multi-source news with k-way graph bi-clustering
ACM SIGKDD Explorations Newsletter
Visualization-enabled multi-document summarization by Iterative Residual Rescaling
Natural Language Engineering
Event-coreference across multiple, multi-lingual sources in the Mumis project
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 2
Multidocument summarization via information extraction
HLT '01 Proceedings of the first international conference on Human language technology research
Sentence ordering in multidocument summarization
HLT '01 Proceedings of the first international conference on Human language technology research
Producing biographical summaries: combining linguistic knowledge with corpus statistics
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
From single to multi-document summarization: a prototype system and its evaluation
ACL '02 Proceedings of the 40th 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
Gist summaries for visually impaired surfers
Proceedings of the 7th international ACM SIGACCESS conference on Computers and accessibility
Sentence Fusion for Multidocument News Summarization
Computational Linguistics
Improving chronological ordering of sentences extracted from multiple newspaper articles
ACM Transactions on Asian Language Information Processing (TALIP)
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
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Extracting key paragraph based on topic and event detection: towards multi-document summarization
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Multi-document summarization by sentence extraction
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
A common theory of information fusion from multiple text sources step one: cross-document structure
SIGDIAL '00 Proceedings of the 1st SIGdial workshop on Discourse and dialogue - Volume 10
Answer mining from on-line documents
ODQA '01 Proceedings of the workshop on Open-domain question answering - Volume 12
From temporal expressions to temporal information: semantic tagging of news messages
TASIP '01 Proceedings of the workshop on Temporal and spatial information processing - Volume 13
Incremental event conceptualization and natural language generation in monitoring environments
INLG '00 Proceedings of the first international conference on Natural language generation - Volume 14
Improving summarization performance by sentence compression: a pilot study
AsianIR '03 Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11
Using thematic information in statistical headline generation
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
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
A system for query-specific document summarization
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Multi-field information extraction and cross-document fusion
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
A bottom-up approach to sentence ordering for multi-document summarization
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Summarizing encyclopedic term descriptions on the web
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
FASIL email summarisation system
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Automatically learning cognitive status for multi-document summarization of newswire
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Ontologies as facilitators for repurposing web documents
International Journal of Human-Computer Studies
Automatic Evaluation of Information Ordering: Kendall's Tau
Computational Linguistics
Automatic creation of domain templates
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Detecting discrepancies in numeric estimates using multidocument hypertext summaries
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Journal of Intelligent Information Systems
Natural language generation for sponsored-search advertisements
Proceedings of the 9th ACM conference on Electronic commerce
Generating succinct titles for web URLs
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Sentence Ordering for Coherent Multi-document Summary Generation
BNCOD '08 Proceedings of the 25th British national conference on Databases: Sharing Data, Information and Knowledge
The design of interactive conversation agents
WSEAS Transactions on Information Science and Applications
Concept identification and presentation in the context of technical text summarization
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
Extracting key paragraph based on topic and event detection: towards multi-document summarization
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
Multi-document summarization by sentence extraction
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
Mining opinion features in customer reviews
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Opinion extraction and summarization on the web
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Measuring variability in sentence ordering for news summarization
ENLG '07 Proceedings of the Eleventh European Workshop on Natural Language Generation
Summarization with a joint model for sentence extraction and compression
ILP '09 Proceedings of the Workshop on Integer Linear Programming for Natural Langauge Processing
A scaleable multi-document centroid-based summarizer
HLT-NAACL--Demonstrations '04 Demonstration Papers at HLT-NAACL 2004
LexRank: graph-based lexical centrality as salience in text summarization
Journal of Artificial Intelligence Research
Learning document-level semantic properties from free-text annotations
Journal of Artificial Intelligence Research
Inferring strategies for sentence ordering in multidocument news summarization
Journal of Artificial Intelligence Research
Learning from the report-writing behavior of individuals
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
A bottom-up approach to sentence ordering for multi-document summarization
Information Processing and Management: an International Journal
Numerical data integration for cooperative question-answering
KRAQ '06 Proceedings of the Workshop KRAQ'06 on Knowledge and Reasoning for Language Processing
Customization in a unified framework for summarizing medical literature
Artificial Intelligence in Medicine
Summarization from medical documents: a survey
Artificial Intelligence in Medicine
Automatic generation of topic pages using query-based aspect models
Proceedings of the 18th ACM conference on Information and knowledge management
Summarizing multiple spoken documents: finding evidence from untranscribed audio
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 2 - Volume 2
Generating intelligent numerical answers in a question-answering system
INLG '06 Proceedings of the Fourth International Natural Language Generation Conference
Non-textual event summarization by applying machine learning to template-based language generation
UCNLG+Sum '09 Proceedings of the 2009 Workshop on Language Generation and Summarisation
Exploiting neighborhood knowledge for single document summarization and keyphrase extraction
ACM Transactions on Information Systems (TOIS)
Detection of Difference between News Articles on the Same Topic Based on Sequential Comparison
Proceedings of the 2010 conference on Information Modelling and Knowledge Bases XXI
Extracting shared topics of multiple documents
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Automatic generation of computeranimation: using AI for movie animation
Automatic generation of computeranimation: using AI for movie animation
GSPSummary: a graph-based sub-topic partition algorithm for summarization
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Visualizing Situational Data: Applying Information Fusion for Detecting Social-Ecological Events
Social Science Computer Review
Experiments with CST-based multidocument summarization
TextGraphs-5 Proceedings of the 2010 Workshop on Graph-based Methods for Natural Language Processing
Opinosis: a graph-based approach to abstractive summarization of highly redundant opinions
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Automatic analysis of semantic similarity in comparable text through syntactic tree matching
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Summarizing non-textual events with a 'briefing' focus
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Product review summarization from a deeper perspective
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
Who wrote what where: analyzing the content of human and automatic summaries
WASDGML '11 Proceedings of the Workshop on Automatic Summarization for Different Genres, Media, and Languages
Understanding the types of information humans associate with geographic objects
Proceedings of the 20th ACM international conference on Information and knowledge management
Experiments on statistical and pattern-based biographical summarization
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
Text summarisation in progress: a literature review
Artificial Intelligence Review
Formalizing CST-based content selection operations
PROPOR'10 Proceedings of the 9th international conference on Computational Processing of the Portuguese Language
Sentence extraction using time features in multi-document summarization
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
Knowledge extraction for question titling
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Summary extraction from chinese text for data archives of online news
DNIS'11 Proceedings of the 7th international conference on Databases in Networked Information Systems
Lightweight contrastive summarization for news comment mining
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A preference learning approach to sentence ordering for multi-document summarization
Information Sciences: an International Journal
AUSUM: approach for unsupervised bug report summarization
Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering
Addressing Challenges in Web Accessibility for the Blind and Visually Impaired
International Journal of Distance Education Technologies
Sentence fusion for multidocument news summarization
Computational Linguistics
Automatic aggregation by joint modeling of aspects and values
Journal of Artificial Intelligence Research
Summaries on the fly: query-based extraction of structured knowledge from web documents
ICWE'13 Proceedings of the 13th international conference on Web Engineering
Revisiting Cross-document Structure Theory for multi-document discourse parsing
Information Processing and Management: an International Journal
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We present a methodology for summarization of news about current events in the form of briefings that include appropriate background (historical) information. The system that we developed, SUMMONS, uses the output of systems developed for the DARPA Message Understanding Conferences to generate summaries of multiple documents on the same or related events, presenting similarities and differences, contradictions, and generalizations among sources of information. We describe the various components of the system, showing how information from multiple articles is combined, organized into a paragraph, and finally, realized as English sentences. A feature of our work is the extraction of descriptions of entities such as people and places for reuse to enhance a briefing.