2005 · 139 citations · 22 references
ComputingComputer ScienceLinguisticsComputational LinguisticsNatural Language ProcessingText AnalyticsAnnotationEvent DetectionInformation ExtractionNatural Language UnderstandingPart-of-speech TaggingQuestion AnsweringEvent ClassificationEvent ExtractionInformation Extraction From TextTemporal Expression AnnotationTemporal Expression ExtractionTemporal Relation Extraction
We present Evita, an application for recognizing events in natural language texts. Although developed as part of a suite of tools aimed at providing question answering systems with information about both temporal and intensional relations among events, it can be used independently as an event extraction tool. It is unique in that it is not limited to any pre-established list of relation types (events), nor is it restricted to a specific domain. Evita performs the identification and tagging of event expressions based on fairly simple strategies, informed by both linguistic-and statistically-based data. It achieves a performance ratio of 80.12% F-measure.
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An analysis of the AskMSR question-answering system
Eric Brill, Susan Dumais, Michele Banko · 2002 · 316 citations · Full text