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
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
A language modeling approach to 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
Foundations of statistical natural language processing
Foundations of statistical natural language processing
Summarizing text documents: sentence selection and evaluation metrics
Proceedings of the 22nd 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)
Automatic generation of overview timelines
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
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
Summarizing Similarities and Differences Among Related Documents
Information Retrieval
Advances in Automatic Text Summarization
Advances in Automatic Text Summarization
Robust temporal processing of news
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
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
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
A comparison of rankings produced by summarization evaluation measures
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
The automatic creation of literature abstracts
IBM Journal of Research and Development
Introduction to the special issue on summarization
Computational Linguistics - Summarization
Introduction to topic detection and tracking
Topic detection and tracking
WWW '03 Proceedings of the 12th international conference on World Wide Web
Beyond independent relevance: methods and evaluation metrics for subtopic retrieval
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Retrieval and novelty detection at the sentence level
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Newsjunkie: providing personalized newsfeeds via analysis of information novelty
Proceedings of the 13th international conference on World Wide Web
Query based event extraction along a timeline
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Event threading within news topics
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Usefulness of temporal information automatically extracted from news articles for topic tracking
ACM Transactions on Asian Language Information Processing (TALIP)
World Wide Web
Generic technologies for single- and multi-document summarization
Information Processing and Management: an International Journal - Special issue: Cross-language information retrieval
An evaluation corpus for temporal summarization
HLT '01 Proceedings of the first international conference on Human language technology research
A temporally adaptive content-based relevance ranking algorithm
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Discovering evolutionary theme patterns from text: an exploration of temporal text mining
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
NewsInEssence: summarizing online news topics
Communications of the ACM - The digital society
Sub-event based multi-document summarization
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
A risk minimization framework for information retrieval
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Summarizing Dynamic Bipolar Conflict Structures
IEEE Transactions on Visualization and Computer Graphics
Journal of Biomedical Informatics - Special issue: Dialog systems for health communications
Temporal multi-page summarization
Web Intelligence and Agent Systems
Resource-adaptive real-time new event detection
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Experiments in multidocument summarization
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Lightweight web-based fact repositories for textual question answering
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
On the value of temporal information in information retrieval
ACM SIGIR Forum
Dynamic Summarization: Another Stride Towards Summarization
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
An information-pattern-based approach to novelty detection
Information Processing and Management: an International Journal
Journal of Intelligent Information Systems
Storyline-based summarization for news topic retrospection
Decision Support Systems
Proceedings of the Second ACM International Conference on Web Search and Data Mining
A sentence level probabilistic model for evolutionary theme pattern mining from news corpora
Proceedings of the 2009 ACM symposium on Applied Computing
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
Event-Based Summarization Using Time Features
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Evolutionary document summarization for disaster management
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Generating linear orders of text-based events
CLS '04 Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics
Constructing comprehensive summaries of large event sequences
ACM Transactions on Knowledge Discovery from Data (TKDD)
Clustering and exploring search results using timeline constructions
Proceedings of the 18th ACM conference on Information and knowledge management
Discovering event evolution graphs from news corpora
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
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
A risk minimization framework for information retrieval
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Sentence-level event classification in unstructured texts
Information Retrieval
Detecting novelty in the context of progressive summarization
HLT-SRWS '10 Proceedings of the NAACL HLT 2010 Student Research Workshop
From bursty patterns to bursty facts: The effectiveness of temporal text mining for news
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Topic chains for understanding a news corpus
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Event detection with spatial latent Dirichlet allocation
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
Evolutionary timeline summarization: a balanced optimization framework via iterative substitution
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
ETree: Effective and Efficient Event Modeling for Real-Time Online Social Media Networks
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Textual entailment recognition using a linguistically–motivated decision tree classifier
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
Finding new news: novelty detection in broadcast news
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Timeline generation through evolutionary trans-temporal summarization
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Sentence extraction using time features in multi-document summarization
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
Efficient discovery of new information in large text databases
ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
Trains of thought: generating information maps
Proceedings of the 21st international conference on World Wide Web
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Comparative document summarization via discriminative sentence selection
ACM Transactions on Knowledge Discovery from Data (TKDD)
Finding salient dates for building thematic timelines
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Discovering diverse and salient threads in document collections
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Proceedings of the 21st ACM international conference on Information and knowledge management
Temporal corpus summarization using submodular word coverage
Proceedings of the 21st ACM international conference on Information and knowledge management
Comparative Document Summarization via Discriminative Sentence Selection
ACM Transactions on Knowledge Discovery from Data (TKDD)
Influence of timeline and named-entity components on user engagement
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Updating users about time critical events
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Information cartography: creating zoomable, large-scale maps of information
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Predicting relevant news events for timeline summaries
Proceedings of the 22nd international conference on World Wide Web companion
Structured summarization for news events
Proceedings of the 22nd international conference on World Wide Web companion
Timelines as summaries of popular scheduled events
Proceedings of the 22nd international conference on World Wide Web companion
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We discuss technology to help a person monitor changes in news coverage over time. We define temporal summaries of news stories as extracting a single sentence from each event within a news topic, where the stories are presented one at a time and sentences from a story must be ranked before the next story can be considered. We explain a method for evaluation, and describe an evaluation corpus that we have built. We also propose several methods for constructing temporal summaries and evaluate their effectiveness in comparison to degenerate cases. We show that simple approaches are effective, but that the problem is far from solved.