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I am interested in building computer programs that can engage in natural, real-time, task-oriented conversations with human beings. This isn't possible in general yet; making it possible will require, among other things, that we develop better models of how language works in context, and find ways to realize substantive linguistic models in efficient computational implementations. I believe we will only succeed by an interactive approach to model building and implementation. In my research, I try to develop clear, principled, implementable models of fine-grained conversational phenomena and then investigate the viability of these models in implemented dialogue systems. My approach is to bring linguistic models into contact with computational techniques for generating and understanding utterances on the one hand, and into contact with real-world data from task-oriented human conversation on the other.
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AI MAGAZINEno. 4 (2016): 7-18
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