Explanation-Based Learning of Indirect Speech Act Interpretation Rules David Schulenburg schulenb@ics.uci.edu Technical Report 94-21 Abstract: We describe an approach to deriving efficient rules for interpreting the intended meaning of indirect speech acts. We have constructed a system called Sally that starts with a few, very general principles for understanding the intention of the speaker of an utterance. After inferring the intended meaning of a particular utterance, Sally creates a specialized rule to understand directly similar utterances in the future.