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Connectionist, Statistical and Symbolic Approaches to Learning for Natural Language Processing
This book is based on the workshop on New Approaches to Learning for Natural Language Processing, held in conjunction with the International Joint Conference on Artificial Intelligence, IJCAI'95, in Montreal, Canada in August 1995. Most of the 32 papers included in the book are revised selected workshop presentations; some papers were individually solicited from members of the workshop program committee to give the book an overall completeness. Also included, and written with the novice reader in mind, is a comprehensive introductory survey by the volume editors. The volume presents the state of the art in the most promising current approaches to learning for NLP and is thus compulsory reading for researchers in the field or for anyone applying the new techniques to challenging real-world NLP problems.
Understanding and Measuring Morphological Complexity
This book aims to assess the nature of morphological complexity, and the properties that distinguish it from the complexity manifested in other components of language. Chapters highlight novel perspectives on conceptualizing morphological complexity, and offer concrete means for measuring, quantifying and analysing it.
Introducing Morphology
"Morphology is the study of how words are put together. A lively introduction to the subject, this textbook is intended for undergraduates with relatively little background in linguistics. Providing data from a wide variety of languages, it includes hands-on activities such as "challenge boxes," designed to encourage students to gather their own data and analyze it, work with data on websites, perform simple experiments, and discuss topics with each other. There is also an extensive introduction to the terms and concepts necessary for analyzing words. Topics such as the mental lexicon, derivation, compounding, inflection, morphological typology, productivity, and the interface of morphology with syntax and phonology expose students to the whole scope of the field. Unlike other textbooks it anticipates the question "Is it a real word?" and tackles it head on by looking at the distinction between dictionaries and the mental lexicon. This Third Edition has been thoroughly updated, including new examples and exercises as well as a detailed introduction to using linguistic corpora to find and analyze morphological data"--
Word-Formation in English
The book enables students with little prior knowledge of linguistics to engage in their own analyses of complex words.
Current Issues in Mathematical Linguistics
The present volume contains some selected topics of current interest around the world in the mathematical analysis of natural language. The book is divided into four sections:- analytical algebraic models- models from the theory of formal grammars and automata, with interest mainly in syntax- model-theoretic concepts in semantics or pragmatics, and- a final section containing some applications in computational linguistics.The varied perspectives illustrated in the book confirm that Mathematical Linguistics has finally introduced scientific methods into a previously fuzzy field, through the use of mathematical reasoning. The text will contribute to a fruitful convergence between linguists, mathematicians, logicians, computer scientists, cognitive scientists and others interested in the formal treatment of natural language and the research of its properties.
Lexicon Development for Speech and Language Processing
This work offers a survey of methods and techniques for structuring, acquiring and maintaining lexical resources for speech and language processing. The first chapter provides a broad survey of the field of computational lexicography, introducing most of the issues, terms and topics which are addressed in more detail in the rest of the book. The next two chapters focus on the structure and the content of man-made lexicons, concentrating respectively on (morpho- )syntactic and (morpho- )phonological information. Both chapters adopt a declarative constraint-based methodology and pay ample attention to the various ways in which lexical generalizations can be formalized and exploited to enhance the consistency and to reduce the redundancy of lexicons. A complementary perspective is offered in the next two chapters, which present techniques for automatically deriving lexical resources from text corpora. These chapters adopt an inductive data-oriented methodology and focus also on methods for tokenization, lemmatization and shallow parsing. The next three chapters focus on speech synthesis and speech recognition.
New Methods In Language Processing
Studies in Computational Linguistics presents authoritative texts from an international team of leading computational linguists. The books range from the senior undergraduate textbook to the research level monograph and provide a showcase for a broad range of recent developments in the field. The series should be interesting reading for researchers and students alike involved at this interface of linguistics and computing.
Morphological Autonomy
This book is about the nature of morphology and its place in the structure of grammar. Drawing on a wide range of aspects of Romance inflectional morphology, leading scholars present detailed arguments for the autonomy of morphology, ie morphology has phenomena and mechanisms of its own that are not reducible to syntax or phonology. But which principles and rules govern this independent component and which phenomena can be described or explicated by the mechanisms of the morphemic level? In shedding light on these questions, this volume constitutes a major contribution to Romance historical morphology in particular, and to our understanding of the nature and importance of morphomic structure in language change in general.
The Complexities of Morphology
This volume explores the multiple aspects of morphological complexity, offering typological, acquisitional, sociolinguistic, and diachronic perspectives. The analyses are based on rich empirical data from a wide range of languages, as well as experimental data from artificial language learning.
The Oxford Handbook of Morphological Theory
This volume is the first handbook devoted entirely to the multitude of frameworks adopted in the field of morphology. It offers critical discussions of the main theoretical issues in word formation and inflection, a detailed guide to each morphological theory, and explorations into the relationship between morphological theory and other fields.
