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作者 Gerdes, K
書名 Computational Dependency Theory
出版項 Burke : IOS Press, 2013
©2013
國際標準書號 9781614993520 (electronic bk.)
9781614993513
book jacket
說明 1 online resource (256 pages)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
系列 Frontiers in Artificial Intelligence and Applications ; v.258
Frontiers in Artificial Intelligence and Applications
附註 Title Page -- Preface -- List of Authors -- Contents -- Defining Dependencies (and Constituents) -- Looking Behind the Scenes of Syntactic Dependency Corpus Annotation: Towards a Motivated Annotation Schema of Surface-Syntax in Spanish -- A Dependency-Based Analysis of Treebank Annotation Errors -- On Deriving Semantic Representations from Dependencies: A Practical Approach for Evaluating Meaning in Learner Corpora -- Valence Patterns of Parts of Speech in Chinese Language Networks -- One Step Further Towards Stochastic Semantic Sentence Generation -- Dependency and Valency: From Structural Syntax to Constructive Adpositional Grammars -- Structural Bootstrapping of Large Scale Categorial Dependency Grammars -- ''CDG Lab'': An Integrated Environment for Categorial Dependency Grammar and Dependency Treebank Development -- Graph-Based and Transition-Based Dependency Parsers with Hash Kernels -- Predictive Incremental Parsing and Its Evaluation -- Comparing Rule-Based and Data-Driven Dependency Parsing of Learner Language -- A Case of Hybrid Parsing: Rules Refined by Empirical and Corpus Statistics -- Subject Index -- Author Index
Dependencies - directed labeled graph structures representing hierarchical relations between morphemes, words, and semantic units - are the standard representation in many fields of computational linguistics. The linguistic significance of these structures often remains vague, however, and those working in the field stress the need for the development of a common notational and formal basis. Although dependency analysis has become quasi-hegemonic in Natural Language Processing (NLP), the connection between computational linguistics and dependency linguists remains sporadic. But theoretical dependency linguists and computational linguists have much to share.This book presents papers from the International Conference on Dependency Linguistics (Depling 2011) held in Barcelona, Spain, in September 2011. Beginning with what may be the first formal definition of dependency structure, the book continues with papers covering subjects such as: the interface of the syntactic structures with semantics; mapping semantic structures to text surface by means of statistical language generation; formalization of dependency; advances in dependency parsing; and the link between statistical and rule-based dependency parsing.This comprehensive collection gives a coherent overview of recent advances in the interplay of linguistics and natural language engineering around dependency grammars, ranging from definitional challenges of syntactic functions to formal grammars, tree bank development, and parsing issues
Description based on publisher supplied metadata and other sources
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2020. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries
鏈接 Print version: Gerdes, K. Computational Dependency Theory Burke : IOS Press,c2013 9781614993513
主題 Computational linguistics.;Natural language processing (Computer science)
Electronic books
Alt Author Hajičová, E
Wanner, L
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