[PDF] Top 20 Is the Stanford Dependency Representation Semantic?
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Is the Stanford Dependency Representation Semantic?
... The Stanford Dependencies are a deep syntactic representation that are widely used for semantic tasks, like Recognizing Textual ...the semantic information a meaning representation ... See full document
5
Converting Italian Treebanks: Towards an Italian Stanford Dependency Treebank
... Italian Stanford Dependency Treebank ...Italian Dependency Tree- bank (MIDT) 3 (Bosco et ...ing dependency–based resources, ...the representation format, all involved treebanks fol- low ... See full document
9
Dependency parsing representation effects on the accuracy of semantic applications — an example of an inflective language
... previously established to-dependency transformations for Penn Treebank. (Johansson and Nugues, 2008) makes comparison between dependency and constituent based parsers for English on SRL, (Miyo, 2008) offers ... See full document
8
A Dependency Based Neural Network for Relation Classification
... a dependency tree kernel and attached more information including Part-of-Speech tag, chunking tag of each node in the ...a dependency graph concentrates most of the information for identifying the relation ... See full document
6
On WordNet Semantic Classes and Dependency Parsing
... supervised dependency parsers on the Penn Treebank for En- glish and the Prague Dependency Treebank for ...a representation of syntactic-semantic information acquired from cor- ... See full document
7
Neural Machine Translation with Source Dependency Representation
... implicitly semantic information of source words by neural networks (Mikolov et ...source representation, such as multi- source information (Zoph and Knight, 2016; Firat et ... See full document
7
Improving Dependency Parsing with Semantic Classes
... hybrid representation, we also tested the ef- fect of merging words with their corresponding SF ...three semantic rep- resentations, we experimented with using each of: (1) all open-class POSs (nouns, ... See full document
5
Enhancing PTB Universal Dependencies for Grammar Based Surface Realization
... proper representation of unbounded de- pendencies and ...the Stanford Dependency Converter on the Penn Tree- bank with the unbounded and coordina- tion dependencies in the CCGbank, since only the ... See full document
5
Content Differences in Syntactic and Semantic Representation
... Indeed, semantic parsers have leveraged syntax for out- put space pruning (Xue and Palmer, 2004), syn- tactic features (Gildea and Jurafsky, 2002; Her- shcovich et ...and semantic schemes, however, is still ... See full document
11
Coordination Aware Dependency Parsing (Preliminary Report)
... Coordinate structures pose difficulties in dependency parsers. In this paper, we pro- pose a set of parsing rules specifically de- signed to handle coordination, which are intended to be used in combination with ... See full document
5
Syntactic Dependency Representations in Neural Relation Classification
... the Stanford parser using either the option to produce basic de- pendencies 3 or its default option which is Uni- versal Dependencies ...CoNLL08 representation, ... See full document
7
LAF/GrAF-grounded Representation of Dependency Structures
... a representation of natural language utterances, which is of- fering a good support for semantic annotation in the context of the Semantic Web and other ...of dependency, includ- ing text ... See full document
6
Joint Unsupervised Learning of Semantic Representation of Words and Roles in Dependency Trees
... a representation of word relations that can be used to combine words into ...the dependency trees to define syntax- based context as in the previous works, but tries to predict the context based on two ... See full document
7
Converting Russian Dependency Treebank to Stanford Typed Dependencies Representation
... 78 dependency relations have a frequency of occurrence of less than ...numerous dependency relations remain non-converted, because their contexts of occurrence are non- frequent and thus also cannot be ... See full document
5
Semantic Representation of Ellipsis in the Prague Dependency Treebanks
... The majority of the defined types of ellipses (see their summary in Section 3) is captured in the PDT. However, the morphological word ellipsis (see Table 1) still remains unannotated. We suggest that special ... See full document
14
Stochastic Discourse Modeling in Spoken Dialogue Systems Using Semantic Dependency Graphs
... using semantic dependency ...the semantic dependency graphs. Dependency relation between the headword and other words in a sentence is detected using the semantic ... See full document
8
Syntactic Semantic Correspondence in Dependency Grammar
... For Chomsky Chomsky (1965), the deep structure is a simple, logical, general one, and the surface one is an evolution from the first; it generally truncates relationships and eliminates redundancy. Both are syntactic ... See full document
14
Visualizing Deep Syntactic Parser Output
... The main page (see http://dparse. multisensor.taln.upf.edu/main) lets the user introduce a text and select what kind of parsing she wants to see in the output, the surface-syntactic, deep-syntactic or both at the same ... See full document
5
Semantic representation of reported measurements in radiology
... Background: In radiology, a vast amount of diverse data is generated, and unstructured reporting is standard. Hence, much useful information is trapped in free-text form, and often lost in translation and transmission. ... See full document
12
Models of Semantic Representation with Visual Attributes
... focused on simple color and texture attributes (e.g., blue , stripes ) and showed that these can be learned in a weakly supervised setting from im- ages returned by a search engine when using the attribute as a query. ... See full document
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