FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2548452372> ?p ?o ?g. }

• W2548452372 abstract "Treebanks play an increasing role in computational linguistics for training parsers. Some treebanking environments allow annotators to quickly navigate through the parse forest and identify the correct or incorrect or preferred analysis in the current context by selecting or rejecting discriminants. Although, these treebanking decisions are recorded in log files or databases, but, to our best knowledge, until now nobody has inspected potentiality of incorporating such fine-grained decisions made by human annotators for automatic parse disambiguation. This thesis examines this new potential research direction by developing a novel approach for extracting discriminative features using treebanking decisions. The thesis presents comparative analyses of the performance of discriminative disambiguation models built using the treebanking decision features and the state-of-the-art features which indicate features extracted using treebanking decisions are more efficient and informative compared to their traditional counterparts. We highlight how these different types of features scale when their corresponding models are tested on out-of-domain data. The result suggests that, treebanking decision features are more robust. Analyses from different perspectives such as impact of different types of decisions on the disambiguation model, or using the disambiguation model of the treebanking decisions feature as a re-ranker are also included. The study also develops a method to extract patterns of correlated discriminant from human decisions and use them for parse forest reduction. The empirical results indicate that, finding such patterns that yields substantial reduction of parse forest preserving the preferred analyses is not an easy task. The thesis argues that, the discriminative nature of the treebanking decisions allows them to be highly effective features to contribute to an efficient disambiguation model. This is demonstrated by a number of experiments that also reveal some open research questions for future works." @default.
• W2548452372 created "2016-11-11" @default.
• W2548452372 creator A5073915390 @default.
• W2548452372 date "2009-01-01" @default.
• W2548452372 modified "2023-09-26" @default.
• W2548452372 title "Exploiting Treebanking Decisions for Parse Disambiguation" @default.
• W2548452372 cites W102233799 @default.
• W2548452372 cites W1504188396 @default.
• W2548452372 cites W1532161976 @default.
• W2548452372 cites W1550597138 @default.
• W2548452372 cites W1585572049 @default.
• W2548452372 cites W1592796124 @default.
• W2548452372 cites W1605950165 @default.
• W2548452372 cites W1734853756 @default.
• W2548452372 cites W1872577814 @default.
• W2548452372 cites W1880939546 @default.
• W2548452372 cites W1972542019 @default.
• W2548452372 cites W1977547765 @default.
• W2548452372 cites W1986372192 @default.
• W2548452372 cites W1995875735 @default.
• W2548452372 cites W2006147030 @default.
• W2548452372 cites W2041404167 @default.
• W2548452372 cites W2063747743 @default.
• W2548452372 cites W2067349145 @default.
• W2548452372 cites W2087117990 @default.
• W2548452372 cites W2094986607 @default.
• W2548452372 cites W2095589793 @default.
• W2548452372 cites W2096175520 @default.
• W2548452372 cites W2096871981 @default.
• W2548452372 cites W2099111195 @default.
• W2548452372 cites W2102667697 @default.
• W2548452372 cites W2104088268 @default.
• W2548452372 cites W2104118994 @default.
• W2548452372 cites W2121435899 @default.
• W2548452372 cites W2123550348 @default.
• W2548452372 cites W2125712079 @default.
• W2548452372 cites W2127147316 @default.
• W2548452372 cites W2132807457 @default.
• W2548452372 cites W2137035941 @default.
• W2548452372 cites W2138382875 @default.
• W2548452372 cites W2143458716 @default.
• W2548452372 cites W2153561174 @default.
• W2548452372 cites W2158873310 @default.
• W2548452372 cites W2163107094 @default.
• W2548452372 cites W2242193120 @default.
• W2548452372 cites W2311525173 @default.
• W2548452372 cites W2399295001 @default.
• W2548452372 cites W2465321302 @default.
• W2548452372 cites W2569308312 @default.
• W2548452372 cites W3089160002 @default.
• W2548452372 cites W89222448 @default.
• W2548452372 hasPublicationYear "2009" @default.
• W2548452372 type Work @default.
• W2548452372 sameAs 2548452372 @default.
• W2548452372 citedByCount "0" @default.
• W2548452372 crossrefType "journal-article" @default.
• W2548452372 hasAuthorship W2548452372A5073915390 @default.
• W2548452372 hasConcept C119857082 @default.
• W2548452372 hasConcept C138885662 @default.
• W2548452372 hasConcept C151730666 @default.
• W2548452372 hasConcept C154945302 @default.
• W2548452372 hasConcept C162324750 @default.
• W2548452372 hasConcept C186644900 @default.
• W2548452372 hasConcept C187736073 @default.
• W2548452372 hasConcept C204321447 @default.
• W2548452372 hasConcept C2776401178 @default.
• W2548452372 hasConcept C2779343474 @default.
• W2548452372 hasConcept C2780451532 @default.
• W2548452372 hasConcept C41008148 @default.
• W2548452372 hasConcept C41895202 @default.
• W2548452372 hasConcept C86803240 @default.
• W2548452372 hasConcept C97931131 @default.
• W2548452372 hasConceptScore W2548452372C119857082 @default.
• W2548452372 hasConceptScore W2548452372C138885662 @default.
• W2548452372 hasConceptScore W2548452372C151730666 @default.
• W2548452372 hasConceptScore W2548452372C154945302 @default.
• W2548452372 hasConceptScore W2548452372C162324750 @default.
• W2548452372 hasConceptScore W2548452372C186644900 @default.
• W2548452372 hasConceptScore W2548452372C187736073 @default.
• W2548452372 hasConceptScore W2548452372C204321447 @default.
• W2548452372 hasConceptScore W2548452372C2776401178 @default.
• W2548452372 hasConceptScore W2548452372C2779343474 @default.
• W2548452372 hasConceptScore W2548452372C2780451532 @default.
• W2548452372 hasConceptScore W2548452372C41008148 @default.
• W2548452372 hasConceptScore W2548452372C41895202 @default.
• W2548452372 hasConceptScore W2548452372C86803240 @default.
• W2548452372 hasConceptScore W2548452372C97931131 @default.
• W2548452372 hasLocation W25484523721 @default.
• W2548452372 hasOpenAccess W2548452372 @default.
• W2548452372 hasPrimaryLocation W25484523721 @default.
• W2548452372 hasRelatedWork W144280133 @default.
• W2548452372 hasRelatedWork W1515792532 @default.
• W2548452372 hasRelatedWork W2091144449 @default.
• W2548452372 hasRelatedWork W2128326923 @default.
• W2548452372 hasRelatedWork W2184081240 @default.
• W2548452372 hasRelatedWork W2251392428 @default.
• W2548452372 hasRelatedWork W2251615788 @default.
• W2548452372 hasRelatedWork W2419818295 @default.
• W2548452372 hasRelatedWork W2523513089 @default.
• W2548452372 hasRelatedWork W2533608434 @default.

• next