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Titlebook: Advances in Natural Language Processing; Third International Elisabete Ranchhod,Nuno J. Mamede Conference proceedings 2002 Springer-Verlag

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Large Vocabulary Continuous Speech Recognition Using Weighted Finite-State Transducersical of a large vocabulary continuous speech recognition system..In this work we show how those knowledge sources can be converted to this formalism, and how they can be integrated in an optimized network, using our finite-state library and tools..Experiments performed using our system showed the im
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Combining Multiclass Maximum Entropy Text Classifiers with Neural Network Votingtrate significantly superior performance both over a single classifier as well as over the use of the traditional weighted-sum voting approach. Specifically, we apply this to a maximum entropy classifier on a large scale multi-class text categorization task: the online job directory Flipdog with ove
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Automatic Anaphora Resolution: Limits, Impediments, and Ways Forwardatic pre-processing is undertaken. Comparative results and conclusions will be presented from the evaluation of the different versions of MARS, a fully automatic anaphora resolution system based on Mitkov’s knowledge-poor approach to pronoun resolution, as well as from the evaluation of other (well-
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Mapping an Automated Survey Coding Task into a Probabilistic Text Categorization Framework
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Philip J. Byrd,Phillip H. Gallimorel give an overview of the current state of WordsEye, detailing the natural language processing component and the depiction component. I will show how WordsEye depicts spatial relations, actions, attributes, properties of the environment and how it does rudimentary common-sense reasoning to resolve p
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