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Grammatical Inference and Applications

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

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

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Paperback | 7 September 1994

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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.

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Non-Fiction Mathematics Mathematical Foundation Mathematical Logic Language & Linguistics Reference, Dictionaries & Guides Computing & I.T.Computer Science Artificial Intelligence Machine Learning Natural Language & Machine Translation Linguistics

Mathematical Theory of Computation

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

Grammatical Inference and Applications

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

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