tailieunhanh - Báo cáo khoa học: "A Semantic-Head-Driven Generation Algorithm for Unification-Based Formalisms"

We present an algorithm for generating strings from logical form encodings that improves upon previous algorithms in that it places fewer restrictions on the class of grammars to which it is applicable. In particular, unlike an Earley deduction generator (Shieber, 1988), it allows use of semantically nonmonotonic grammars, yet unlike topdown methods, it also permits left-recursion. The enabling design feature of the algorithm is its implicit traversal of the analysis tree for the string being generated in a semantic-head-driven fashion. . | A Semantic-Head-Driven Generation Algorithm for Unification-Based Formalisms Stuart M. Shieber Gertjan van Noord Robert c. Moore and Fernando c. N. Pereira Artificial Intelligence Center SRI International Menlo Park CA 94025 USA Abstract We present an algorithm for generating strings from logical form encodings that improves upon previous algorithms in that it places fewer restrictions on the class of grammars to which it is applicable. In particular unlike an Earley deduction generator Shieber 1988 it allows use of semantically nonmonotonic grammars yet unlike topdown methods it also permits left-recursion. The enabling design feature of the algorithm is its implicit traversal of the analysis tree for the string being generated in a semantic-head-driven fashion. 1 Introduction The problem of generating a well-formed naturallanguage expression from an encoding of its meaning possesses certain properties which distinguish it from the converse problem of recovering a meaning encoding from a given natural-language expression. In previous work Shieber 1988 however one of us attempted to characterize these differing properties in such a way that a single uniform architecture appropriately parameterized might be used for both natural-language processes. In particular we developed an architecture inspired by the Earley deduction work of Pereira and Warren 1983 but which generalized that work allowing for its use in both a parsing and generation mode merely by setting the values of a small number of parameters. As a method for generating natural-language expressions the Earley deduction method is reasonably successful along certain dimensions. It is quite simple general in its applicability to a range of unification-based and logic grammar formalisms and uniform in that it places only one restriction discussed below on the form of the linguistic analyses allowed by the grammars used in generation. In particular generation from grammars with recursions whose .

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