statistical dependency
Statistical Dependency Parsing for Turkish
... first statistical dependency parser for ...general, dependency re- lations are between “portions” of words – called inflectional ...explored statistical models that use dif- ferent ...
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Statistical Dependency Parsing in Korean: From Corpus Generation To Automatic Parsing
... Statistical dependency parsing has been explored relatively little in ...a dependency parsing model using surface contex- tual ...another statistical dependency parsing model using ...
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Statistical Dependency Parsing of Four Treebanks
... Multilingual dependency parsing is gaining popularity in recent years for several ...reasons. Dependency structures are more adequate for languages with freer word order than the traditional constituency ...
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Importance of Linguistic Constraints in Statistical Dependency Parsing
... We plan to evaluate our approaches on all the data-sets of CoNLL-X and CoNLL-2007 shared tasks using Malt. Settings of MST parser are available only for CoNLL-X shared task data sets. So, we plan to evaluate our ...
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Exploiting Web Derived Selectional Preference to Improve Statistical Dependency Parsing
... pervised statistical dependency ...the dependency pars- ing model can directly utilize the additional informa- tion to capture the word-to-word level ...
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Morphological and Syntactic Case in Statistical Dependency Parsing
... In statistical constituent parsing, many investigations devise treebank transformations that allow the parsing models to access morphological information higher in the tree (Schiehlen 2004; Versley 2005; Versley ...
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Multiword Expressions in Statistical Dependency Parsing
... any dependency with “MWE” label in the training model trained with the original treebank, it is impossible for the parser to assign correct labels to this kind of ...
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Can Subcategorization Help a Statistical Dependency Parser?
... &DQ 6XEFDWHJRUL]DWLRQ +HOS D 6WDWLVWLFDO 'HSHQGHQF\ 3DUVHU" 'DQLHO =(0$1 &HQWUXP NRPSXWD?Qt OLQJYLVWLN\ 8QLYHU]LWD DUORYD 0DORVWUDQVNp QiP?VWt ?? 3UDKD? &]HFKLD? ????? ]HPDQ#XIDO?PII?FXQL?F] $EVWUDFW[.] ...
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Benchmarking of Statistical Dependency Parsers for French
... The Berkeley parser is a freely available imple- mentation of the statistical training and parsing algorithms described in (Petrov et al., 2006) and (Petrov and Klein, 2007). It exploits the fact that PCFG ...
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A Statistical Approach to Prediction of Empty Categories in Hindi Dependency Treebank
... use statistical dependency parsing techniques to detect NULL or Empty categories in the Hindi ...Hindi dependency tree- bank which is released as part of COLING- MTPIL 2012 ...but statistical ...
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Experiments for Dependency Parsing of Greek
... for statistical dependency parsing using a recently extended dependency treebank for Greek, a language with a moderately rich ...well-known statistical parsers in reference to a set of ...
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Incorporating Statistical Information of Lexical Dependency into a Rule-Based Parser
... taken statistical approaches as we can get more linguistic data such as the Penn Treebank (Collins, 1999; Collins, 2000; Charniak and Johnson, ...the statistical parsing has the efficiency problem and the ...
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A Dependency Edge based Transfer Model for Statistical Machine Translation
... novel statistical analysis-transfer-generation model for machine transla- tion, to integrate the advantages of the transfer-generation scheme and the statistical ...on dependency structures with ...
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Dependency Tree Abstraction for Long Distance Reordering in Statistical Machine Translation
... 6.2 Implementation of Proposed Method We implement our method for EJ and JE translation tasks. In both cases, we use an in-house implementation of English POS tag- ger (Collins, 2002) and a Japanese morpholog- ical ...
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Dependency of codon usage on protein sequence patterns: a statistical study
... the dependency of codon usage to the organism and evo- lutionary distances between organisms, but we did not consider the evolutionary distance in other ...
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Statistical French Dependency Parsing: Treebank Conversion and First Results
... Efficient dependency parsing algorithms now exist, that achieve state-of-the-art results in quadratic or even linear time, for a large number of languages ...and dependency parsers, because the output of ...
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Part of Speech Induction in Dependency Trees for Statistical Machine Translation
... A number of unsupervised methods have been proposed for inducing POS tags. Early methods have the problem that the number of possible POS tags must be provided preliminarily. This limita- tion has been overcome by ...
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Discontinuous Statistical Machine Translation with Target Side Dependency Syntax
... only dependency parses are readily ...non-projective dependency trees do not admit a constituent-like tree represen- tation, so we first need to convert them into pro- jective dependency trees, which ...
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One Step Statistical Parsing of Hybrid Dependency Constituency Syntactic Representations
... To measure the effect of the conversion pro- cess, we performed a further experiment. We excluded from the treebank all dependency graphs that did not have a perfect reversible con- version to pure ...
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A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation
... We perform a synthetic experiment to test our claim that a dependency representation allows for the modelling of agreement between morphemes. For 200 rare compounds [that would be split by our compound splitter] ...
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