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Divisible Transition Systems and Multiplanar Dependency Parsing
Divisible Transition Systems Multiplanar Dependency Parsing
2015/9/11
Transition-based parsing is a widely used approach for dependency parsing that combines high efficiency with expressive feature models. Many different transition systems have been proposed, often form...
Morphological and Syntactic Case in Statistical Dependency Parsing
Morphological and Syntactic Dependency Parsing
2015/9/11
Most morphologically rich languages with free word order use case systems to mark the grammatical function of nominal elements, especially for the core argument functions of a verb. The
standard pipe...
Dependency Parsing of Modern Standard Arabic with Lexical and Inflectional Features
Standard Arabic Infl ectional Features
2015/9/11
We explore the contribution of lexical and inflectional morphology features to dependency
parsing of Arabic, a morphologically rich language with complex agreement patterns. Using controlled ex...
Dependency Parsing Schemata and Mildly Non-Projective Dependency Parsing
Dependency Parsing Schemata Mildly Non-Projective Dependency Parsing
2015/9/9
We introduce dependency parsing schemata, a formal framework based on Sikkel's parsing schemata for constituency parsers, which can be used to describe, analyze, and compare dependency parsing algorit...
Algorithms for Deterministic Incremental Dependency Parsing
Dependency Parsing Computing language
2015/9/6
Parsing algorithms that process the input from left to right and construct a single derivation
have often been considered inadequate for natural language parsing because of the massive
ambiguity typ...
Dependency Parsing with an Extended Finite-State Approach
Extended Finite-State Approach Dependency Parsing
2015/8/28
This article presents a dependency parsing scheme using an extended finite-state approach. The
parser augments input representation with “channels” so that links representing syntactic dependen...
Punctuation:Making a Point in Unsupervised Dependency Parsing
Punctuation Unsupervised Dependency Parsing
2015/6/10
We show how punctuation can be used to improve unsupervised dependency parsing. Our linguistic analysis confirms the strong connection between English punctuation and phrase boundaries in the Penn Tre...
Unsupervised Dependency Parsing without Gold Part-of-Speech Tags
Unsupervised Dependency Parsing Gold Part Speech Tags
2015/6/10
We show that categories induced by unsupervised word clustering can surpass the performance of gold part-of-speech tags in dependency grammar induction. Unlike classic clustering algorithms, our metho...
Greed is Good if Randomized: New Inference for Dependency Parsing
Dependency Parsing Good
2014/11/26
Greed is Good if Randomized: New Inference for Dependency Parsing。
Selective Sharing for Multilingual Dependency Parsing