This book presents a unique approach to the semantics of verbs. It develops and specifies a decompositional representation framework for verbal semantics that is based on the Unified Modeling Language (UML), the graphical lingua franca for the design and modeling of object-oriented systems in computer science. The new framework combines formal precision with conceptual flexibility and allows the representation of very complicated details of verbal meaning, using a mixture of graphical elements as well as linearized constructs. Thereby, it offers a solution for different semantic problems such as context-dependency and polysemy. The latter, for instance, is demonstrated in one of the two well-elaborated applications of the framework within this book, the investigation of the polysemy of German setzen. Besides the formal specification of the framework, the book comprises a cognitive interpretation of important modeling elements, discusses general issues connected with the framework such as dynamic and static aspects of verbal meanings, questions of granularity, and general constraints applying to verbal semantics. Moreover, first steps towards a compositional semantics are undertaken, and a new verb classification based on this graphical approach is proposed. Since the framework is graphical in nature, the book contains many annotated figures, and the framework's modeling elements are illustrated by example diagrams. Not only scholars working in the field of linguistics, in particular in semantics, will find this book illuminating because of its new graphical approach, but also researchers of cognitive science, computational linguistics and computer science in general will surely appreciate it.

This collection of papers and abstracts stems from the third meeting in the series of Sperlonga workshops on Cognitive Models of Speech Processing. It presents current research on the structure and organization of the mental lexicon, and on the processes that access that lexicon. The volume starts with discussion of issues in acquisition and consideration of questions such as, 'What is the relationship between vocabulary growth and the acquisition of syntax?', and, 'How does prosodic information, concerning the melodies and rhythms of the language, influence the processes of lexical and syntactic acquisition?'. From acquisition, the papers move on to consider the manner in which contemporary models of spoken word recognition and production can map onto neural models of the recognition and production processes. The issue of exactly what is recognised, and when, is dealt with next - the empirical findings suggest that the function of something to which a word refers is accessed with a different time-course to the form of that something. This has considerable implications for the nature, and content, of lexical representations. Equally important are the findings from the studies of disordered lexical processing, and two papers in this volume address the implications of these disorders for models of lexical representation and process (borrowing from both empirical data and computational modelling). The final paper explores whether neural networks can successfully model certain lexical phenomena that have elsewhere been assumed to require rule-based processes.

The Handbook of Natural Language Processing, Second Edition presents practical tools and techniques for implementing natural language processing in computer systems. Along with removing outdated material, this edition updates every chapter and expands the content to include emerging areas, such as sentiment analysis.New to the Second EditionGreater

This book offers, for the first time, a detailed comparative study of how speakers of different languages express memory concepts. While there is a robust body of psycholinguistic research that bears on how memory and language are related, there is no comparative study of how speakers themselves conceptualize memory as reflected in their use of language to talk about memory. This book addresses a key question: how do speakers of different languages talk about the experience of having prior experiences coming to mind (‘remembering’) or failing to come to mind (‘forgetting’)? A complex array of answers is provided through detailed grammatical and semantic investigation of different languages, including English, German, Polish, Russian and also a number of non-Indo-European languages, Amharic, Cree, Dalabon, Korean, and Mandarin. In addition, the book calls for a broader interdisciplinary engagement by urging that cognitive semantics be integrated with other sciences of memory.

Current progress in linguistic theorizing is more and more informed by cross-linguistic (including cross-modal) investigation. Comparison of languages relies crucially on the concepts that can be coded with similar effort in all languages. These concepts are part of every language user's ontology, the network of cross-connected conceptualizations the mind uses in coping with the world. Assuming that language comparability is rooted in the comparability of user ontologies, the idea of the present volume is to further instigate progress in linguistics by looking behind the interface with the conceptual-intentional system and asking a still underexplored question: How are ontological structures reflected in intra- and cross-linguistic regularities? This question defines the research program of ontology based linguistics or ontolinguistics. Recent advances in the theory of language have been characterized by an emphasis on external explanatory adequacy and thus on relating language to other phenomena. The research program introduced in this volume adds a decisively distinct and fresh aspect to this emerging new contextualization of the field by bringing together insights from different areas, mainly linguistics, but also neuroscience, philosophy, and artificial intelligence. In providing these disciplines with a new common task, the exploration of the impact of ontological structures on linguistic regularities, the ontolinguistic approach promises to develop into a vital branch of cognitive science. Documenting the beginnings, the book aims to instigate future interdisciplinary research in this area. It will be of interest to researchers in linguistics, artificial intelligence, philosophy, and cognitive science in general.

This book discusses how scientific and other types of cognition make use of models, abduction, and explanatory reasoning in order to produce important and innovative changes in theories and concepts. Gathering revised contributions presented at the international conference on Model-Based Reasoning (MBR18), held on October 24–26 2018 in Seville, Spain, the book is divided into three main parts. The first focuses on models, reasoning, and representation. It highlights key theoretical concepts from an applied perspective, and addresses issues concerning information visualization, experimental methods, and design. The second part goes a step further, examining abduction, problem solving, and reasoning. The respective papers assess different types of reasoning, and discuss various concepts of inference and creativity and their relationship with experimental data. In turn, the third part reports on a number of epistemological and technological issues. By analyzing possible contradictions in modern research and describing representative case studies, this part is intended to foster new discussions and stimulate new ideas. All in all, the book provides researchers and graduate students in the fields of applied philosophy, epistemology, cognitive science, and artificial intelligence alike with an authoritative snapshot of the latest theories and applications of model-based reasoning.

This volume explores how linguistic theories inform the ways in which languages are described. Theories, as representations of linguistic categories, guide the field linguist to look for various phenomena without presupposing their necessary existence and provide the tools to account for various sets of data across different languages. A goal of linguistic description is to represent the full range of language structures for any given language. The chapters in this book cover various sub-disciplines of linguistics including phonetics, phonology, morphology, syntax, semantics, language acquisition, and anthropological linguistics, drawing upon theoretical approaches such as prosodic Phonology, Enhancement theory, Distributed Morphology, Minimalist syntax, Lexical Functional Grammar, and Kinship theory. The languages described in this book include Australian languages (Pama-Nyungan and non-Pama-Nyungan), Romance languages as well as English. This volume will be of interest to researchers in both descriptive and theoretical linguistics.