Capturing Disjunction In Lexicalization With Extensible Dependency Grammar
نویسندگان
چکیده
In spite of its potential for bidirectionality, Extensible Dependency Grammar (XDG) has so far been used almost exclusively for parsing. This paper represents one of the first steps towards an XDG-based integrated generation architecture by tackling what is arguably the most basic among generation tasks: lexicalization. Herein we present a constraint-based account of disjunction in lexicalization, i.e. a way to enable an XDG grammar to generate all paraphrases — along the lexicalization axis, of course — realizing a given input semantics. Our model is (i) efficient, yielding strong propagation, (ii) modular and (iii) favourable to synergy inasmuch as it allows collaboration between modules, notably semantics and syntax. We focus on constraints ensuring wellformedness and completeness and avoiding over-redundancy.
منابع مشابه
Modular Grammar Design with Typed Parametric Principles
This paper introduces a type system for Extensible Dependency Grammar (xdg) (Debusmann et al., 2004), a new, modular grammar formalism based on dependency grammar. As xdg is based on graph description, our emphasis is on capturing the notion of multigraph, a tuple of arbitrary many graphs sharing the same set of nodes. An xdg grammar consists of the stipulation of an extensible set of parametri...
متن کاملDependency Grammar Induction with Neural Lexicalization and Big Training Data
We study the impact of big models (in terms of the degree of lexicalization) and big data (in terms of the training corpus size) on dependency grammar induction. We experimented with L-DMV, a lexicalized version of Dependency Model with Valence (Klein and Manning, 2004) and L-NDMV, our lexicalized extension of the Neural Dependency Model with Valence (Jiang et al., 2016). We find that L-DMV onl...
متن کاملMinimally Lexicalized Dependency Parsing
Dependency structures do not have the information of phrase categories in phrase structure grammar. Thus, dependency parsing relies heavily on the lexical information of words. This paper discusses our investigation into the effectiveness of lexicalization in dependency parsing. Specifically, by restricting the degree of lexicalization in the training phase of a parser, we examine the change in...
متن کاملExtensible dependency grammar: a modular grammar formalism based on multigraph description
What the thesis is about Extensible Dependency Grammar (XDG) new grammar formalism for natural language explores the combination of:
متن کاملTaking Linguistic Dimensions More Seriously: The New Grammar Formalism of Extensible Dependency Grammar
We introduce the new grammar formalism of Extensible Dependency Grammar (XDG), enabling us to take the different dimensions of linguistic description more seriously than existing grammar formalisms. XDG treats the different linguistic dimensions as separate, autonomous dependency graphs. We show how this allows us to naturally account for taxing phenomena such as free word order, control, and q...
متن کامل