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Grammatical Inference and Applications : Second International Colloquium, Icgi-94, Alicante, Spain, September 21-23, 1994. Proceedings - Rafael C. Carrasco

Grammatical Inference and Applications

Second International Colloquium, Icgi-94, Alicante, Spain, September 21-23, 1994. Proceedings

By: Rafael C. Carrasco (Editor), Jose Oncina (Editor)

Paperback Published: 7th September 1994
ISBN: 9783540584735
Number Of Pages: 300

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This volume presents the proceedings of the Second International Colloquium on Grammatical Inference (ICGI-94), held in Alicante, Spain in September 1994.
Besides 25 research papers carefully selected and refereed by the program committee, the book contains a survey by E. Vidal. The book is devoted to all those aspects of automatic learning that explicitly focus on principles, theory, and applications of grammars and languages. The papers are organized in sections on formal aspects; language modelling and linguistic applications; stochastic approaches, applications and performance analysis; and neural networks, genetic algorithms, and artificial intelligence techniques.

Grammatical Inference: An Introductory Surveyp. 1
Learning Morphology - Practice Makes Goodp. 5
A Hierarchy of Language Families Learnable by Regular Language Learnersp. 16
What Is the Search Space of the Regular Inference?p. 25
A Characterization of Even Linear Languages and its Application to the Learning Problemp. 38
Object-Oriented Inferences in a Logical Framework for Feature Grammarsp. 45
Automatic Determination of a Stochastic Bi-Gram Class Language Modelp. 57
The Acquisition of a Lexicon from Paired Phoneme Sequences and Semantic Representationsp. 66
Inference and Estimation of a Long-Range Trigram Modelp. 78
Application of OSTIA to Machine Translation Tasksp. 93
Inducing Probabilistic Grammars by Bayesian Model Mergingp. 106
Statistical Estimation of Stochastic Context-Free Grammars Using the Inside-Outside Algorithm and a Transformation on Grammarsp. 119
Statistical Inductive Learning of Regular Formal Languagesp. 130
Learning Stochastic Regular Grammars by Means of a State Merging Methodp. 139
Forming Grammars for Structured Documents: an Application of Grammatical Inferencep. 153
A Comparison of Syntactic and Statistical Techniques for Off-Line OCRp. 168
The Algorithms RT and k-TTI: a First Comparisonp. 180
Dynamic Grammatical Representations in Guided Propagation Networksp. 189
A Hybrid Connectionist-Symbolic Approach to Regular Grammatical Inference Based on Neural Learning and Hierarchical Clusteringp. 203
Inference of Context-Free Grammars by Enumeration: Structural Containment as an Ordering Biasp. 212
Representational Issues for Context Free Grammar Induction Using Genetic Algorithmsp. 222
Regular Grammatical Inference from Positive and Negative Samples by Genetic Search: the GIG Methodp. 236
Training and Application of Integrated Grammar/Bigram Language Modelsp. 246
Learning Unification-Based Grammars Using the Spoken English Corpusp. 260
Stochastic Optimization of a Probabilistic Language Modelp. 271
Computer Assisted Grammar Constructionp. 282
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540584735
ISBN-10: 3540584730
Series: NATO Asi Series
Audience: General
Format: Paperback
Language: English
Number Of Pages: 300
Published: 7th September 1994
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 1.65
Weight (kg): 0.44

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