Download or read book Neural Network Architectures for Prepositional Phrase Attachment Disambiguation written by Yonatan Belinkov and published by . This book was released on 2014 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis addresses the problem of Prepositional Phrase (PP) attachment disambiguation, a key challenge in syntactic parsing. In natural language sentences, a PP may often be attached to several possible candidates. While humans can usually identify the correct candidate successfully, syntactic parsers are known to have high error rated on this kind of construction. This work explores the use of compositional models of meaning in choosing the correct attachment location. The compositional model is defined using a recursive neural network. Word vector representations are obtained from large amounts of raw text and fed into the neural network. The vectors are first forward propagated up the network in order to create a composite representation, which is used to score all possible candidates. In training, errors are back-propagated down the network such that the composition matrix is updated from the supervised data. Several possible neural architectures are designed and experimentally tested in both English and Arabic data sets. As a comparative system, we offer a learning-to-rank algorithm based on an SVM classifier which has access to a wide range of features. The performance of this system is compared to the compositional models.

Download or read book Disambiguation of Prepositional Phrase Attachment written by Molly E. Daniel and published by . This book was released on 1989 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Prepositional Phrase Attachment Disambiguation Using WordNet electronic Resource written by Claus Walter Spitzer and published by University of Waterloo. This book was released on 2006 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Disambiguation of Prepositional Phrase Attachments in English Sentences Using Case Grammar Analysis written by Rajeev Agarwal and published by . This book was released on 1990 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Hybrid Neural Systems written by Stefan Wermter and published by Springer. This book was released on 2006-12-30 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hybrid neural systems are computational systems which are based mainly on artificial neural networks and allow for symbolic interpretation or interaction with symbolic components. This book is derived from a workshop held during the NIPS'98 in Denver, Colorado, USA, and competently reflects the state of the art of research and development in hybrid neural systems. The 26 revised full papers presented together with an introductory overview by the volume editors have been through a twofold process of careful reviewing and revision. The papers are organized in the following topical sections: structured connectionism and rule representation; distributed neural architectures and language processing; transformation and explanation; robotics, vision, and cognitive approaches.

Download or read book Disambiguating Prepositional Phrase Attachments by Using On line Dictionary Definitions written by Karen Jensen and published by . This book was released on 1986 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Prepositional Phrase Attachment Ambiguity Resolution Through a Rich Syntactic Lexical and Semantic Set of Features Applied in Support Vector Machines Learner written by Marian Gelu Olteanu and published by . This book was released on 2004 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Proceedings of the Twenty first Annual Conference of the Cognitive Science Society written by Martin Hahn and published by Psychology Press. This book was released on 2020-11-26 with total page 1346 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the complete collection of peer-reviewed presentations at the 1999 Cognitive Science Society meeting, including papers, poster abstracts, and descriptions of conference symposia. For students and researchers in all areas of cognitive science.

Download or read book Lexical Representations and Sentence Processing written by Maryellen C. MacDonald and published by Psychology Press. This book was released on 1997 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: The papers in this special issue reflect the increased status on lexical representations in sentence processing research.

Download or read book The Role of Semantic Tags in Resolving Prepositional Phrase Attachment written by Mike Pacey and published by . This book was released on 2000 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Advances in Computational Intelligence written by Ignacio Rojas and published by Springer. This book was released on 2019-06-05 with total page 926 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, held at Gran Canaria, Spain, in June 2019. The 150 revised full papers presented in this two-volume set were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on machine learning in weather observation and forecasting; computational intelligence methods for time series; human activity recognition; new and future tendencies in brain-computer interface systems; random-weights neural networks; pattern recognition; deep learning and natural language processing; software testing and intelligent systems; data-driven intelligent transportation systems; deep learning models in healthcare and biomedicine; deep learning beyond convolution; artificial neural network for biomedical image processing; machine learning in vision and robotics; system identification, process control, and manufacturing; image and signal processing; soft computing; mathematics for neural networks; internet modeling, communication and networking; expert systems; evolutionary and genetic algorithms; advances in computational intelligence; computational biology and bioinformatics.

Download or read book The Syntax of Dutch written by Jan-Wouter Zwart and published by Cambridge University Press. This book was released on 2011-09-15 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Dutch is a West-Germanic language closely related to English and German, but its special properties have long aroused interest and debate among students of syntax. This is an informative guide to the syntax of Dutch, offering an extensive survey of both the phenomena of Dutch syntax and their theoretical analyses over the years. In particular the book discusses those aspects of Dutch syntax that have played an important role in the development of syntactic theory in recent decades. Presupposing only a basic knowledge of syntax and complete with an extensive bibliography, this survey will be an important tool for students and linguists of all theoretical persuasions, and for anyone working in Germanic linguistics, linguistic typology and linguistic theory.

Download or read book Comp Euro written by and published by . This book was released on 1992 with total page 744 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The role of semantic tags in resolving prepositional phrase attachment written by Michael Pacey and published by . This book was released on 2001 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Hybrid Connectionist Natural Language Processing written by Stefan Wermter and published by . This book was released on 1995 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Linguistics and Language Behavior Abstracts written by and published by . This book was released on 1997 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Syntax and Semantics of Prepositions written by Patrick Saint-Dizier and published by Springer Science & Business Media. This book was released on 2006-03-02 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to provide an integrated view of preposition from morphology to reasoning, via syntax and semantics. It offers new insights in applied and formal linguistics, and cognitive science. It underlines the importance of prepositions in a number of computational linguistics applications, such as information retrieval and machine translation. The book presents a wide range of views and applications to various linguistic frameworks.