[PDF] Top 20 Improving Semantic Dependency Parsing with Syntactic Features
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Improving Semantic Dependency Parsing with Syntactic Features
... no syntactic features performs comparable to the systems of Dozat and Manning (2018) and Peng et ...additional syntactic information. Contribution of Syntactic Structure Looking at the results ... See full document
10
A Joint Syntactic and Semantic Dependency Parsing System based on Maximum Entropy Models
... joint syntactic and semantic dependency parsing system submitted to the CoNLL-2009 shared task is presented in this ...a syntactic dependency parser, a predicate clas- sifier and ... See full document
5
Domain Adaptation for Syntactic and Semantic Dependency Parsing Using Deep Belief Networks
... our syntactic and semantic parsing task, all fea- tures are ...in syntactic parsing or an argument candidate in semantic parsing) is represented as a binary feature ... See full document
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The Integration of Dependency Relation Classification and Semantic Role Labeling Using Bilayer Maximum Entropy Markov Models
... integrate dependency parsing and semantic role labeling to some extent in this ...pendency parsing systems prefer two-stage archi- tecture: unlabeled parsing and dependency clas- ... See full document
5
A Latent Variable Model of Synchronous Syntactic Semantic Parsing for Multiple Languages
... states: syntactic states, when syntactic deci- sions are considered, and semantic states, when se- mantic decision are ...observable features of the derivation history. For these ... See full document
6
A Second Order Joint Eisner Model for Syntactic and Semantic Dependency Parsing
... Our syntactic and semantic parsers, as many others, is not exempt of bugs. Furthermore, very few tuning and experimentation was done during the develop- ment of our parser due to the Shared Task time con- ... See full document
6
Improving Dependency Parsing with Fined Grained Features
... relations. The unit of meaning is called sememe that can not be further decomposed, which can be represented in Chinese and their English equivalents, such as the sememe fund| 资 资 资 金 金 金 . The explicated relations of ... See full document
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Shallow Discourse Parsing with Syntactic and (a Few) Semantic Features
... tactic features from parse trees and improved the discourse parser ...the semantic understanding of the text, the use of semantic features can prove useful if ...such features, though ... See full document
5
Improving Arabic Dependency Parsing with Lexical and Inflectional Morphological Features
... MaltParser features (in the machine learning sense), 8 which are the values of functions over these attributes, serving as input to the MaltParser internal ...MaltParser features are de- fined as POS tag at ... See full document
9
Informed ways of improving data driven dependency parsing for German
... the features onto their weights for a very large number of features (Section 3); we modified the dependency tree representation for prepositional phrases, adding hierarchical structure that facili- ... See full document
9
Task oriented Evaluation of Syntactic Parsers and Their Representations
... data-driven dependency parsing, it has recently been extensively studied in parsing ...of dependency pars- ing is to compute a tree structure of a sentence where nodes are words, and edges ... See full document
9
Syntactic and Semantic Structure for Opinion Expression Detection
... However, it has been suggested that subjectiv- ity analysis is inherently more subtle than cate- gorization and that structural linguistic informa- tion should therefore be given more attention in this context. For ... See full document
10
Multilingual Dependency Learning: Exploiting Rich Features for Tagging Syntactic and Semantic Dependencies
... rich features for the ...use features based on depen- dency relations predicted by transition-based parsers (Nivre and McDonald, ...new features from large-scale unlabeled ...ditional features ... See full document
6
Improving Graph based Dependency Parsing with Decision History
... to dependency relations between words of dis- tance 2, and so on by the parsing ...The features are designed over edges of dependency trees and the weights are given by model parameters ... See full document
9
Improving Chinese Semantic Role Labeling with Rich Syntactic Features
... Developing features has been shown cru- cial to advancing the state-of-the-art in Se- mantic Role Labeling ...ditional features, some of which are de- signed to better capture structural infor- ...of ... See full document
5
Visualizing Deep Syntactic Parser Output
... “Deep-syntactic” dependency structures bridge the gap between the surface-syntactic structures as produced by state-of-the-art dependency parsers and semantic logical forms in that they ... See full document
5
A Metric based Framework for Automatic Taxonomy Induction
... of features in a clustering ...co-occurrence, syntactic dependency, lexi- cal-syntactic patterns, and other features to learn an ontology metric, a score indicating semantic ... See full document
9
Multilingual Dependency based Syntactic and Semantic Parsing
... components: syntactic parsing, predicate classification, and semantic role ...our syntactic de- pendency ...senses. Semantic role labeling is achieved us- ing maximum entropy (MaxEnt) ... See full document
6
A Cascaded Syntactic and Semantic Dependency Parsing System
... Semantic role classification and the post infer- ence are done on top of the result of predicate iden- tification and classification. The final performance is presented in Table 5. A simple post inference strategy ... See full document
5
Efficient Parsing of Syntactic and Semantic Dependency Structures
... Table 5: Argument identification and semantic role labeling Features. p is the abbrivation for predicate and a for argument. For the AI component, the attribute arg is either the value yes and no and for ... See full document
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