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Since a variety of surface dependency structures may carry the same meaning, a natural language dialog system should be able to interpret such variety of expressions. Traditional semantic representations, however, take over the variety of surface dependency structures without interpreting them. Consequently, we cannot compare semantic expressions with different dependency structure. In addition, it is practically impossible to prepare interpreting rules particular to each possible input. In our previous studies, we proposed a framework for semantic representations which circumvents the problem. The framework enables us to compare semantic representations with different dependency structures without employing structure-specific rules. In this paper, we describe how to interpret a clause based on its semantic representation and show that the interpreting processes are applicable to the interpretation of multiple clauses and/or multiple sentences. We have constructed a dialogue system based on this framework and evaluated the system. 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