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[PDF] Top 20 Toward Tree Substitution Grammars with Latent Annotations

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Toward Tree Substitution Grammars with Latent Annotations

Toward Tree Substitution Grammars with Latent Annotations

... arbitrary tree frag- ments instead of traditional depth-one context-free grammar ...particular, Tree Substitu- tion Grammars (TSGs) retain the context-free prop- erties of CFGs (and thus the ... See full document

8

Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing

Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing

... dependency grammars we have also been able to advance the state-of-the-art, in- creasing the head attachment accuracy on section 23 of the Wall Street Journal Corpus by more than ... See full document

10

Judging Grammaticality with Count Induced Tree Substitution Grammars

Judging Grammaticality with Count Induced Tree Substitution Grammars

... a latent SVM, while others have found it useful to use comparisons between scores of different parsers (Wagner et ...of grammars with an extended domain of ...from Tree Sub- stitution Grammars ... See full document

6

Inducing Compact but Accurate Tree Substitution Grammars

Inducing Compact but Accurate Tree Substitution Grammars

... learn latent structure underly- ing treebanked ...TSG grammars in a PCFG would be ...nonparametric tree-substitution grammar. However, Adaptor Grammars require that each sub-tree ... See full document

9

Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with French

Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with French

... The main result of this paper is that an existing sta- tistical parser can achieve a 36.4% F1 absolute im- provement for MWE identification over a state-of- the-art n-gram surface statistics package. Parsers also provide ... See full document

11

Self Training PCFG Grammars with Latent Annotations Across Languages

Self Training PCFG Grammars with Latent Annotations Across Languages

... with latent annotations that maximizes the like- lihood of the training trees, ...with latent annota- tions. Since the latent annotations are not avail- able in the treebank, a variant ... See full document

10

Native Language Detection with Tree Substitution Grammars

Native Language Detection with Tree Substitution Grammars

... More recently, Wong and Dras (2011a) consid- ered syntactic features for this task, using logis- tic regression with features extracted from parse trees produced by a state of the art statistical parser. They ... See full document

5

Accurate Parsing with Compact Tree Substitution Grammars: Double DOP

Accurate Parsing with Compact Tree Substitution Grammars: Double DOP

... In this paper we have addressed all three obsta- cles: our efficient algorithm for identifying the re- current fragments in a treebank runs in polynomial time. The transformation to PCFGs that we define allows us to use ... See full document

12

Inducing Tree-Substitution Grammars

Inducing Tree-Substitution Grammars

... free grammars and first order dependency grammars, which are not sufficiently expressive to model many common linguistic ...probabilistic tree substitution grammar, a formalism which allows ... See full document

44

Bayesian Symbol Refined Tree Substitution Grammars for Syntactic Parsing

Bayesian Symbol Refined Tree Substitution Grammars for Syntactic Parsing

... as latent variables with which to capture context ...parse tree is O (2 n ) where n is the number of internal nodes of the parse ...as latent variables and the search space is larger than that of a ... See full document

9

MoL 2007 23: 
  Towards simpler tree substitution grammars

MoL 2007 23: Towards simpler tree substitution grammars

... In the previous chapter we described and compared various STSG models. In this section we will focus on a subclass of Lexicalized Tree Substitution Gram- mars, which considers elementary trees with exactly ... See full document

93

Judging Grammaticality with Tree Substitution Grammar Derivations

Judging Grammaticality with Tree Substitution Grammar Derivations

... such grammars (exponential in the size of the training data) forces either implicit representations (Goodman, 1996; Bansal and Klein, 2010) — which do not permit arbitrary probability distributions over the ... See full document

6

The Ellogon Pattern Engine: Context free Grammars over Annotations

The Ellogon Pattern Engine: Context free Grammars over Annotations

... regular grammars or Perl- style regular expressions (which are slightly more expres- sive than regular grammars), and they tend to handle cases that need greater expressiveness with the cascade applica- ... See full document

6

Probabilistic CFG with Latent Annotations

Probabilistic CFG with Latent Annotations

... parse tree is compactly represented by induced hidden variables (hidden layer activation of a neu- ral network), although the details of his approach is quite different from ... See full document

8

Tree Grammars (= Δ Grammars)

Tree Grammars (= Δ Grammars)

... TREE GRAMMARS (GRAMMARS) T R E E GRAMMARS ( = 4 GRAMMARS ) GladkyA V (Novosibirsk) ~ Melt~uk I A (Moscow) i T h i s p a p e r s u g g e s t s a n e w k i n d o f f o r m a l g r a m m a r ( h e r e a[.] ... See full document

8

Tree Parsing with Synchronous Tree Adjoining Grammars

Tree Parsing with Synchronous Tree Adjoining Grammars

... In our formulation of STAGs we use states (cf. F¨ul¨op et al. (2010) for the use of states in STSGs). The states make intersection with de- vices of finite-state power possible. More specif- ically, they allow for a ... See full document

12

Products of Random Latent Variable Grammars

Products of Random Latent Variable Grammars

... underlying grammars, and also compare combining partial (constituent-level) and complete (tree-level) ...eight latent variable grammars, learned on the same data, and only differing in the ... See full document

9

Gaussian Mixture Latent Vector Grammars

Gaussian Mixture Latent Vector Grammars

... Multi-scale grammars (Petrov and Klein, 2008b), trained without using the span features in order for a fair comparison; (3) Berkeley parser (Petrov and Klein, 2007) (accura- cies obtained from Petrov and Klein ... See full document

9

The Relationship Between Tree Adjoining Grammars And Head Grammars

The Relationship Between Tree Adjoining Grammars And Head Grammars

... The foot node appears below the two nodes to be expanded because the wrapping operation of M H G ' s corresponds to the LL2 operation of HG's in which the head split point of the second [r] ... See full document

8

Tree Directed Grammars

Tree Directed Grammars

... TREE DIRECTED GRAMMARS COL1NG 82, Jr Horeckp (ed ) North Holland Publishing Company ? Accdemia, 1982 TREE DIRECTED GRAMMARS Werner Dilger Universit~t Kaiserslautern Fachbereich Informatik D 6750 Kaise[.] ... See full document

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