Download or read book Semantic Relations Between Nominals Second Edition written by Vivi Nastase and published by Springer Nature. This book was released on 2022-05-31 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Opportunity and Curiosity find similar rocks on Mars. One can generally understand this statement if one knows that Opportunity and Curiosity are instances of the class of Mars rovers, and recognizes that, as signalled by the word on, rocks are located on Mars. Two mental operations contribute to understanding: recognize how entities/concepts mentioned in a text interact and recall already known facts (which often themselves consist of relations between entities/concepts). Concept interactions one identifies in the text can be added to the repository of known facts, and aid the processing of future texts. The amassed knowledge can assist many advanced language-processing tasks, including summarization, question answering and machine translation. Semantic relations are the connections we perceive between things which interact. The book explores two, now intertwined, threads in semantic relations: how they are expressed in texts and what role they play in knowledge repositories. A historical perspective takes us back more than 2000 years to their beginnings, and then to developments much closer to our time: various attempts at producing lists of semantic relations, necessary and sufficient to express the interaction between entities/concepts. A look at relations outside context, then in general texts, and then in texts in specialized domains, has gradually brought new insights, and led to essential adjustments in how the relations are seen. At the same time, datasets which encompass these phenomena have become available. They started small, then grew somewhat, then became truly large. The large resources are inevitably noisy because they are constructed automatically. The available corpora—to be analyzed, or used to gather relational evidence—have also grown, and some systems now operate at the Web scale. The learning of semantic relations has proceeded in parallel, in adherence to supervised, unsupervised or distantly supervised paradigms. Detailed analyses of annotated datasets in supervised learning have granted insights useful in developing unsupervised and distantly supervised methods. These in turn have contributed to the understanding of what relations are and how to find them, and that has led to methods scalable to Web-sized textual data. The size and redundancy of information in very large corpora, which at first seemed problematic, have been harnessed to improve the process of relation extraction/learning. The newest technology, deep learning, supplies innovative and surprising solutions to a variety of problems in relation learning. This book aims to paint a big picture and to offer interesting details.
Download or read book Semantic Relations Between Nominals written by Vivi Nastase and published by Morgan & Claypool Publishers. This book was released on 2021-04-08 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Opportunity and Curiosity find similar rocks on Mars. One can generally understand this statement if one knows that Opportunity and Curiosity are instances of the class of Mars rovers, and recognizes that, as signalled by the word on, ROCKS are located on Mars. Two mental operations contribute to understanding: recognize how entities/concepts mentioned in a text interact and recall already known facts (which often themselves consist of relations between entities/concepts). Concept interactions one identifies in the text can be added to the repository of known facts, and aid the processing of future texts. The amassed knowledge can assist many advanced language-processing tasks, including summarization, question answering and machine translation. Semantic relations are the connections we perceive between things which interact. The book explores two, now intertwined, threads in semantic relations: how they are expressed in texts and what role they play in knowledge repositories. A historical perspective takes us back more than 2000 years to their beginnings, and then to developments much closer to our time: various attempts at producing lists of semantic relations, necessary and sufficient to express the interaction between entities/concepts. A look at relations outside context, then in general texts, and then in texts in specialized domains, has gradually brought new insights, and led to essential adjustments in how the relations are seen. At the same time, datasets which encompass these phenomena have become available. They started small, then grew somewhat, then became truly large. The large resources are inevitably noisy because they are constructed automatically. The available corpora—to be analyzed, or used to gather relational evidence—have also grown, and some systems now operate at the Web scale. The learning of semantic relations has proceeded in parallel, in adherence to supervised, unsupervised or distantly supervised paradigms. Detailed analyses of annotated datasets in supervised learning have granted insights useful in developing unsupervised and distantly supervised methods. These in turn have contributed to the understanding of what relations are and how to find them, and that has led to methods scalable to Web-sized textual data. The size and redundancy of information in very large corpora, which at first seemed problematic, have been harnessed to improve the process of relation extraction/learning. The newest technology, deep learning, supplies innovative and surprising solutions to a variety of problems in relation learning. This book aims to paint a big picture and to offer interesting details.
Download or read book Semantic Relations Between Nominals written by Vivi Nastase and published by Springer Nature. This book was released on 2013-04-26 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: People make sense of a text by identifying the semantic relations which connect the entities or concepts described by that text. A system which aspires to human-like performance must also be equipped to identify, and learn from, semantic relations in the texts it processes. Understanding even a simple sentence such as "Opportunity and Curiosity find similar rocks on Mars" requires recognizing relations (rocks are located on Mars, signalled by the word on) and drawing on already known relations (Opportunity and Curiosity are instances of the class of Mars rovers). A language-understanding system should be able to find such relations in documents and progressively build a knowledge base or even an ontology. Resources of this kind assist continuous learning and other advanced language-processing tasks such as text summarization, question answering and machine translation. The book discusses the recognition in text of semantic relations which capture interactions between base noun phrases. After a brief historical background, we introduce a range of relation inventories of varying granularity, which have been proposed by computational linguists. There is also variation in the scale at which systems operate, from snippets all the way to the whole Web, and in the techniques of recognizing relations in texts, from full supervision through weak or distant supervision to self-supervised or completely unsupervised methods. A discussion of supervised learning covers available datasets, feature sets which describe relation instances, and successful algorithms. An overview of weakly supervised and unsupervised learning zooms in on the acquisition of relations from large corpora with hardly any annotated data. We show how bootstrapping from seed examples or patterns scales up to very large text collections on the Web. We also present machine learning techniques in which data redundancy and variability lead to fast and reliable relation extraction.
Download or read book Semantic Relations Between Nominals Synthesis Lectures on Human Language Technologies written by Nastase, Vivi and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Role of Semantic Relations in the Translation of Nominal Compounds from Medical English Into Spanish and Slovak written by and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Probing Semantic Relations written by Alain Auger and published by John Benjamins Publishing. This book was released on 2010-08-04 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: Semantic relations are at the core of any representational system, and are keys to enable the next generation of information processing systems with semantic and reasoning capabilities. Acquisition, description, and formalization of semantic relations are fundamentals in computer-based systems where natural language processing is required. Probing Semantic Relations provides a state of the art of current research trends in the area of knowledge extraction from text using linguistic patterns. First published as a Special Issue of Terminology 14:1 (2008), the current book emphasizes how definitional knowledge is conveyed by conceptual and semantic relations such as synonymy, causality, hypernymy (generic–specific), and meronymy (part–whole). Showing the difficulties and successes of pattern-based approaches, the book illustrates current and future challenges in knowledge acquisition from text. This book provides new perspectives to researchers and practitioners in terminology, knowledge engineering, natural language processing, and semantics.
Download or read book On the Move to Meaningful Internet Systems 2007 OTM 2007 Workshops written by Zahir Tari and published by Springer. This book was released on 2007-11-22 with total page 622 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 4805/4806 constitutes the refereed proceedings of 10 international workshops and papers of the OTM Academy Doctoral Consortium held as part of OTM 2007 in Vilamoura, Portugal, in November 2007. The 126 revised full papers presented were carefully reviewed and selected from a total of 241 submissions to the workshops. The first volume begins with 23 additional revised short or poster papers of the OTM 2007 main conferences.
Download or read book Tagalog Reference Grammar written by Paul Schachter and published by Univ of California Press. This book was released on 2023-11-15 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Semantic Relations and the Lexicon written by M. Lynne Murphy and published by Cambridge University Press. This book was released on 2003-10-02 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Semantic Relations and the Lexicon explores the many paradigmatic semantic relations between words, such as synonymy, antonymy and hyponymy, and their relevance to the mental organization of our vocabularies. Drawing on a century's research in linguistics, psychology, philosophy, anthropology and computer science, M. Lynne Murphy proposes a pragmatic approach to these relations. Whereas traditional approaches have claimed that paradigmatic relations are part of our lexical knowledge, Dr Murphy argues that they constitute metalinguistic knowledge, which can be derived through a single relational principle, and may also be stored as part of our extra-lexical, conceptual representations of a word. Part I shows how this approach can account for the properties of lexical relations in ways that traditional approaches cannot, and Part II examines particular relations in detail. This book will serve as an informative handbook for all linguists and cognitive scientists interested in the mental representation of vocabulary.
Download or read book The semantic relationships between the nominal phrase and the verbal phrase in Lord of the flies a novel by William Golding written by Françoise Arragain and published by . This book was released on 1974 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Dynamics of Nominal Classification written by Ruth Singer and published by Walter de Gruyter GmbH & Co KG. This book was released on 2016-02-22 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of grammatical gender in the Australian language Mawng calls into question prevailing ideas about the functions of nominal classification systems. Mawng’s gender system has a strong semantic basis and plays an important role in the construction of meaning in discourse. Gender agreement in verbs is frequently lexicalized, creating idioms called lexicalised agreement verbs that are structurally similar to noun-verb idioms. This book will be of interest to anyone interested in nominal classification or cross-linguistic approaches to idioms.
Download or read book The Papuan Languages of New Guinea written by William A. Foley and published by Cambridge University Press. This book was released on 1986-11-20 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introduction to the descriptive and historical linguistics of the Papuan languages of New Guinea provide an accessible account of one of the richest and most diverse linguistic situations in the world. The Papuan languages number over 700 (or 20 per cent of the world's total) in more than sixty language families. Less than a quarter of the individual languages have yet been adequately documented, and in this sense William Foley's book might be considered premature. However, in the search for language universals and generalisations in linguistic typology, it would be foolhardy to neglect the information that is available. In this respect alone, the present volume, systematically organised on mainly typology principles, is particularly timely and useful. In addition, the processes of linguistic diffusion are present in New Guinea to an extent probably paralleled elsewhere on the globe. The Papuan Languages of New Guinea will be of interest not only to general and comparative linguists and to typologists, but also to sociolinguists and anthropologists for the information it provides on the social dynamics of language content.
Download or read book The semantic transparency of English compound nouns written by Martin Schäfer and published by Language Science Press. This book was released on 2018-01-22 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is semantic transparency, why is it important, and which factors play a role in its assessment? This work approaches these questions by investigating English compound nouns. The first part of the book gives an overview of semantic transparency in the analysis of compound nouns, discussing its role in models of morphological processing and differentiating it from related notions. After a chapter on the semantic analysis of complex nominals, it closes with a chapter on previous attempts to model semantic transparency. The second part introduces new empirical work on semantic transparency, introducing two different sets of statistical models for compound transparency. In particular, two semantic factors were explored: the semantic relations holding between compound constituents and the role of different readings of the constituents and the whole compound, operationalized in terms of meaning shifts and in terms of the distribution of specifc readings across constituent families. All semantic annotations used in the book are freely available.
Download or read book Reference to Abstract Objects in Discourse written by Nicholas Asher and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reference to Abstract Objects in Discourse presents a novel framework and analysis of the ways we refer to abstract objects in natural language discourse. The book begins with a typology of abstract objects and related entities like eventualities. After an introduction to `bottom up, compositional' discourse representation theory (DRT) and to previous work on abstract objects in DRT (notably work on the semantics of the attitudes), the book turns to a semantic analysis of eventuality and abstract object denoting nominals in English. The book then substantially revises and extends the dynamic semantic framework of DRT to develop an analysis of anaphoric reference to abstract objects and eventualities that exploits discourse structure and the discourse relations that obtain between elements of the structure. A dynamic, semantically based theory of discourse structure (SDRT) is proposed, along with many illustrative examples. Two further chapters then provide the analysis of anaphoric reference to propositions VP ellipsis. The abstract entity anaphoric antecedents are elements of the discourse structures that SDRT develops. The final chapter discusses some logical and philosophical difficulties for a semantic analysis of reference to abstract objects. For semanticists, philosophers of language, computer scientists interested in natural language applications and discourse, philosophical logicians, graduate students in linguistics, philosophy, cognitive science and artificial intelligence.
Download or read book Morphosyntax written by William Croft and published by Cambridge University Press. This book was released on 2022-08-04 with total page 725 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing together the results of sixty years of research in typology and universals, this textbook presents a comprehensive survey of Morphosyntax - the combined study of syntax and morphology. Languages employ extremely diverse morphosyntactic strategies for expressing functions, and Croft provides a comprehensive functional framework to account for the full range of these constructions in the world's languages. The book explains analytical concepts that serve as a basis for cross-linguistic comparison, and provides a rich source of descriptive data that can be analysed within a range of theories. The functional framework is useful to linguists documenting endangered languages, and those writing reference grammars and other descriptive materials. Each technical term is comprehensively explained, and cross-referenced to related terms, at the end of each chapter and in an online glossary. This is an essential resource on Morphosyntax for advanced undergraduate and graduate students, researchers, and linguistic fieldworkers.
Download or read book Aspect and Valency in Nominals written by Maria Bloch-Trojnar and published by Walter de Gruyter GmbH & Co KG. This book was released on 2017-05-22 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contributes to the recent theoretical developments in the area of mutual interactions of valency and aspect, as expressed in different types of verb-related nominal structures (nominalizations and synthetic compounds). A wide range of data from Slavic, Hellenic, Germanic, Romance and Semitic languages provides an empirical testing ground for competing theoretical explanations couched in the lexicalist and construction-based frameworks.
Download or read book Classification of Semantic Relations Between Nouns written by Adriana Badulescu and published by . This book was released on 2004 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt:
