TAILIEUCHUNG - Báo cáo khoa học: "Coping with Extragrarnmaticality"

Practical natural language interfaces must exhibit robust bei~aviour in the presence of extragrammaticat user input. This paper classifies different types of grammatical deviations and related phenomena at the lexical and sentential levels, discussing recovery strategies tailored to specific phenomena in the classification. Such strategies constitute a tool chest of computationally tractable methods for coping with extragrammaticality in restricted domain natural language. Some of the strategies have been tested and proven viable in existing parsers. . | Coping with Extragrammaticality Jaime G. Carbonell and Philip J. Hayes Computer Science Department Carnegie-Mellon University Pittsburgh PA 15213. USA Abstract1 Practical natural language interfaces must exhibit robust behaviour in the presence of extragrammatical user input. This paper classifies different types of grammatical deviations and related phenomena at the lexical and sentential levels discussing recovery strategies tailored to specific phenomena in the classification. Such strategies constitute a tool chest of computationally tractable methods for coping with extragrammaticality in restricted domain natural language. Some of the strategies have been tested and proven viable in existing parsers. 1. Introduction Any robust natural language interface must be capable of processing input utterances that deviate from its grammatical and semantic expectations. Many researchers have made this observation and have taken initial steps towards coverage of certain classes of extragrammatical constructions. Since robust parsers must deal primarily with input that does meet their expectations the various efforts at coping with extragrammaticality have generally been structured as extensions to existing parsing methods. Probably the most popular approach has been to extend syntactically oriented parsing techniques employing Augmented Transition Networks ATNs 21 24 25 29 other researchers have attempted to deal with ungrammatical input through network based semantic grammar techniques through extensions to pattern matching parsing In which partial pattern matching is allowed 16 through conceptual case frame instantiation 12 22 and through approaches involving multiple cooperating parsing strategies 7 9 18 . Given the background of existing work this paper focuses on two major objectives 1. to create a taxonomy of grammatical deviations covering a broad range of extragrammaticalities 2. to outline strategies for processing many of these deviations 3. to assess how

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