Token-based minimal recursion semantics
نویسنده
چکیده
I will describe a new computational approach to natural language semantics. I call it Token-based minimal recursion semantics (TBMRS). TBMRS can be seen as a version of Minimal recursion semantics (MRS, Copestake et al 1999), which is way of structuring semantic representations. Both the original and the present versions of MRS have been developed as integrated into a Head-Driven Phrase Structure Grammar (HPSG). However, a semantics of this kind could be supported by various formal grammars. The original motivation behind TBMRS has been to implement the philosopher Donald Davidson’s (1984) so-called paratactic treatment of the semantics for intensional constructions. As far as I know, this is the first attempt of turning Davidson’s proposal into a computational model. Here, I will only mention briefly what the “paratactic” semantics is all about. I’ve developed a TBMRS syntax and semantics for some English constructions, mainly intensional ones (Dahllöf 2001a). This grammar has been implemented with the help of my own system, Prolog-embedding typed feature structure grammar (Dahllöf 2001b, 2001c). A demo is available over the WWW (at http://stp.ling.uu.se/ ̃matsd/tbmrs1/). TBMRS is a formal and methodological framework. It’s not a specific theory. It can be combined with various accounts of specific details. Minimal recursion semantics, or MRS, is mainly a way of organizing semantic representations. The MRS method can be applied to almost any kind of underlying formal semantic framework. The basic idea behind MRS is to use representations with a flat syntax. Syntactic embedding is eliminated. The elementary units of the representations are called elementary predications (EPs). The EPs roughly correspond to the basic semantic units of ordinary logic. The MRS representations are sets or lists of EPs. Each EP is associated with a so-called handle, an identifying label. Some EPs, for instance, quantifiers, carry features which take handle values. This allows feature-handle connections to indicate operator scope. So, syntactic embedding is not needed for that purpose, as in ordinary predicate calculus. The “ordinary” predicate EPs carry a handle value, as all EPs do. Another feature identifies the predicate, i.e. the lexeme. Additional features correspond to the logical arguments of the predicate. Their number and their kinds depend on which predicate we’re dealing with. Apart from handle and lexeme features, generalized quantifiers involve a bound variable, a restriction and a body. The
منابع مشابه
Robust Incremental Neural Semantic Graph Parsing
Parsing sentences to linguisticallyexpressive semantic representations is a key goal of Natural Language Processing. Yet statistical parsing has focussed almost exclusively on bilexical dependencies or domain-specific logical forms. We propose a neural encoder-decoder transition-based parser which is the first full-coverage semantic graph parser for Minimal Recursion Semantics (MRS). The model ...
متن کاملToken-passing Nets for Functional Languages
Token-passing nets were proposed by Sinot as a simple mechanism for encoding evaluation strategies for the λ-calculus in interaction nets. This work extends token-passing nets to cover a typed functional language equipped with structured types and unrestricted recursion. The resulting interaction system is derived systematically from the chosen big-step operational semantics. Along the way, we ...
متن کاملHierarchical Statistical Semantic Realization for Minimal Recursion Semantics
We introduce a robust statistical approach to realization from Minimal Recursion Semantics representations. The approach treats realization as a translation problem, transforming the Dependency MRS graph representation to a surface string. Translation is based on a Synchronous Context-Free Grammar that is automatically extracted from a large corpus of parsed sentences. We have evaluated the new...
متن کاملThe key role of semantics in the development of large-scale grammars of natural language
The aim of this paper is to show how large-scale (computational) grammars of natural language benefit from an organization of semantics which is based on Minimal Recursion Semantics (MRS; Copestake et al. (1999)). This we are doing by providing an account of valence alternations in German based on MRS, showing how such an account makes a computational grammar more efficient and less complicated...
متن کاملConstraint-based RMRS Construction from Shallow Grammars
We present a constraint-based syntax-semantics interface for the construction of RMRS (Robust Minimal Recursion Semantics) representations from shallow grammars. The architecture is designed to allow modular interfaces to existing shallow grammars of various depth – ranging from chunk grammars to context-free stochastic grammars. We define modular semantics construction principles in a typed fe...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2001