2003 · 17 citations · 11 references
ComputingComputer ScienceInformation SystemsComputational LinguisticsKnowledge RepresentationNatural Language ProcessingConversational User InterfacesDialogue SystemsEmail CommunicationExpert SystemsQuestion AnsweringText MiningCase-based ReasoningCase-based Reasoning SupportEmail AutomationInformal StyleNatural Language InferenceNatural Language InterfacesQuestion Answering Systems
This paper discusses the design and the approach we have developed in order to deal effectively with customer e-mails sent to a corporation. We first present the current state of the art and then make the point that natural language tools are needed in order to deal effectively with the rather informal style encountered in the e-mails. In our project, called Mercure, we have explored three complementary approaches: classification, case-based reasoning and question-answering.
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Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations
Classification and Regression Trees.
John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations
J. R. Quinlan · Machine Learning · 1986 · 14.8K citations · Full text
A statistical approach to machine translation
Peter F. Brown, John Cocke, Stephen A. Della Pietra et al. · 1990 · 1.7K citations
Learning Rules that Classify E-Mail
William W. Cohen · 1996 · 401 citations