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
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
Accordion summarization for end-game browsing on PDAs and cellular phones
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Modern Information Retrieval
Content-boosted collaborative filtering for improved recommendations
Eighteenth national conference on Artificial intelligence
Latent semantic models for collaborative filtering
ACM Transactions on Information Systems (TOIS)
Generating natural language summaries from multiple on-line sources
Computational Linguistics - Special issue on natural language generation
Language generation for multimedia healthcare briefings
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Enabling rich human-agent interaction for a calendar scheduling agent
CHI '05 Extended Abstracts on Human Factors in Computing Systems
Ranking algorithms for named-entity extraction: boosting and the voted perceptron
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Detecting action-items in e-mail
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Sub-event based multi-document summarization
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
Availability bars for calendar scheduling
CHI '06 Extended Abstracts on Human Factors in Computing Systems
Extractive summarization using inter- and intra- event relevance
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Investigations on event-based summarization
COLING ACL '06 Proceedings of the 21st International Conference on computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop
Using summarization for automatic briefing generation
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
Learning from the report-writing behavior of individuals
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
The automatic creation of literature abstracts
IBM Journal of Research and Development
Deriving event relevance from the ontology constructed with formal concept analysis
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
A consensus model for multiperson decision making with different preference structures
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A demonstration of the RADAR personal assistant
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Agent-assisted task management that reduces email overload
Proceedings of the 15th international conference on Intelligent user interfaces
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We describe a learning-based system for generating reports based on a mix of text and event data. The system incorporates several stages of processing, including aggregation, template-filling and importance ranking. Aggregators and templates were based on a corpus of reports evaluated by human judges. Importance and granularity were learned from this corpus as well. We find that high-scoring reports (with a recall of 0.89) can be reliably produced using this procedure given a set of oracle features. The report drafting system is part of a learning cognitive assistant RADAR, and is used to describe its performance.