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This paper presents a new method for word alignment in patent domain which incorporates both generative and discriminative models. In this framework, the advantage of generative model that can learn large numbers of parameters from a sentence-aligned parallel corpus automatically in a unsupervised way can be kept, as well as get an improvement through discriminative models which can deploy various...
This paper proposes state-oriented approach for knowledge management system, especially for risk management of nuclear power plants. The knowledge model is a kind of state flow in which each state is changed by actions and each action is activated by actors or states. To construct such knowledge base, huge manuals have been analyzed by a unique natural language processing algorithm, called a functional...
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