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This book contains a selection of the papers given at an international conference at the University of Konstanz (Germany) in 1991. All contributions relate to the assumption that lexical knowledge plays a central role in the organization of language, inasmuch as the components or modules of grammar come together and interact in the lexicon. Originating in various traditions of linguistic thought, however, the individual papers reflect differing interests and are based upon different conceptions of the lexicon, its status and interfaces. There is the position of current generative linguistics, which aims at accounting for structural properties of the lexicon within syntactic theory. There is also the perspective of model-theoretical semantics, where borderline phenomena between lexical semantics and the semantics of sentence and text receive particular attention. Still another group of papers directly discusses problems of lexical semantics, focussing on representational and conceptual aspects of word meanings. The notion of a two-level semantics as well as cross-linguistic analyses are characteristic of these contributions. The book closes with a comparative and historical study of lexical evolution.
Learn step-by-step how to develop knowledge-based products for international use! Knowledge Organization and Classification in International Information Retrieval examines current efforts to deal with the increasing globalization of information and knowledge. International authors walk you through the theoretical foundations and conceptual elements behind knowledge management, addressing areas such as the Internet, multinational resources, translations, and information languages. The tools, techniques, and case studies provided in this book will be invaluable to anyone interested in bridging the international information retrieval language gap. This book is divided into four sections that address major themes for internationalized information and knowledge: “General Bibliographic Systems” discusses how bibliographic classification systems can be adapted for specific subjects, the problems with addressing different language expressions, and the future of these systems “Information Organization in Knowledge Resources” explores knowledge organization and classification, focusing mainly on libraries and on the Internet “Linguistics, Terminology, and Natural Language Processing” analyzes the latest developments in language processing and the design of information retrieval tools and resources “Knowledge in the World and the World of Knowledge” addresses the ontological foundations of knowledge organization and classification and knowledge management in organizations from different cultures With this book, you’ll gain a better understanding about the international efforts to globalize: the Dewey Decimal Classification the Library of Congress Classification the Universal Decimal Classification multilingual thesauri Web directories of education-related resources human language technology metadata schemas the North American Industry Classification Figures, tables, charts, and diagrams elucidate the concepts in Knowledge Organization and Classification in International Information Retrieval. Information educators and practitioners as well as specialists in classification and knowledge organization will find this book valuable for its focus on the problems of—and solutions for—information retrieval for specific linguistic, cultural, and domain communities of discourse.
This book conveys the fundamentals of Linked Lexical Knowledge Bases (LLKB) and sheds light on their different aspects from various perspectives, focusing on their construction and use in natural language processing (NLP). It characterizes a wide range of both expert-based and collaboratively constructed lexical knowledge bases. Only basic familiarity with NLP is required and this book has been written for both students and researchers in NLP and related fields who are interested in knowledge-based approaches to language analysis and their applications. Lexical Knowledge Bases (LKBs) are indispensable in many areas of natural language processing, as they encode human knowledge of language in machine readable form, and as such, they are required as a reference when machines attempt to interpret natural language in accordance with human perception. In recent years, numerous research efforts have led to the insight that to make the best use of available knowledge, the orchestrated exploitation of different LKBs is necessary. This allows us to not only extend the range of covered words and senses, but also gives us the opportunity to obtain a richer knowledge representation when a particular meaning of a word is covered in more than one resource. Examples where such an orchestrated usage of LKBs proved beneficial include word sense disambiguation, semantic role labeling, semantic parsing, and text classification. This book presents different kinds of automatic, manual, and collaborative linkings between LKBs. A special chapter is devoted to the linking algorithms employing text-based, graph-based, and joint modeling methods. Following this, it presents a set of higher-level NLP tasks and algorithms, effectively utilizing the knowledge in LLKBs. Among them, you will find advanced methods, e.g., distant supervision, or continuous vector space models of knowledge bases (KB), that have become widely used at the time of this book's writing. Finally, multilingual applications of LLKB's, such as cross-lingual semantic relatedness and computer-aided translation are discussed, as well as tools and interfaces for exploring LLKBs, followed by conclusions and future research directions.
Proposes a dual picture of human lexical competence in which inferential and referential abilities are separate. Topics discussed in the text include classical issues in the philosophy of language and philosophy of mind such as semantic holism, dual-factor theories, publicness, and verificationism.
This volume is a selection of papers presented at a workshop entitled Predicative Forms in Natural Language and in Lexical Knowledge Bases organized in Toulouse in August 1996. A predicate is a named relation that exists among one or more arguments. In natural language, predicates are realized as verbs, prepositions, nouns and adjectives, to cite the most frequent ones. Research on the identification, organization, and semantic representa tion of predicates in artificial intelligence and in language processing is a very active research field. The emergence of new paradigms in theoretical language processing, the definition of new problems and the important evol ution of applications have, in fact, stimulated much interest and debate on the role and nature of predicates in naturallangage. From a broad theoret ical perspective, the notion of predicate is central to research on the syntax semantics interface, the generative lexicon, the definition of ontology-based semantic representations, and the formation of verb semantic classes. From a computational perspective, the notion of predicate plays a cent ral role in a number of applications including the design of lexical knowledge bases, the development of automatic indexing systems for the extraction of structured semantic representations, and the creation of interlingual forms in machine translation.
The contributors to this volume examine the multidimensional way in which infants and children acquire the lexicon of their native language.
This research monograph helps demonstrates how language learners acquire vocabulary in instructed foreign language contexts and in English for Academic Purposes programs in the target language environment. Based on the findings of a series of longitudinal studies assessing the depth of EFL students' mental lexicons, the authors suggest a solid evidence-based approach to teaching vocabulary.
Words are the building blocks of human communication and provide a strong foundation for the development of skilled language production and comprehension. Learning words in a language other than one's own requires long-term commitment and substantial engagement. This research monograph offers a summary of how learners of additional languages acquire vocabulary in instructed foreign language contexts and in English for Academic Purposes programs in the target language environment. After a thorough introduction of the most important constructs in the first chapter, the book provides a comprehensive description of the processes of longitudinal development in learners' growth of vocabulary size and depth of word knowledge. In the second half, the authors make novel connections between the fields of second language acquisition and vocabulary research. They then show how individual differences between learners can influence the processes and outcomes of vocabulary learning. The book concludes with evidence-based practical guidance to language teachers on how to enhance their students' lexical knowledge.
The Lexicon provides an introduction to the study of words, their main properties, and how we use them to create meaning. It offers a detailed description of the organizing principles of the lexicon, and of the categories used to classify a wide range of lexical phenomena, including polysemy, meaning variation in composition, and the interplay with ontology, syntax, and pragmatics. Elisabetta Ježek uses empirical data from digitalized corpora and speakers' judgements, combined with the formalisms developed in the field of general and theoretical linguistics, to propose representations for each of these phenomena. The key feature of the book is that it merges theoretical accounts with lexicographic approaches and computational insights. Its clear structure and accessible approach make The Lexicon an ideal textbook for all students of linguistics—theoretical, applied, and computational—and a valuable resource for scholars and students of language in the fields of cognitive science and philosophy.