Multilingual Framenets In Computational Lexicography
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Multilingual FrameNets in Computational Lexicography by Hans Christian Boas Pdf
This book demonstrates how the underlying principles of the English-based FrameNet project are successfully applied to the description and analysis of typologically diverse languages. The stimulating collection of articles brings together insights from lexical semantics, corpus linguistics, computational lexicography, machine learning, and psychology to address three main questions: To what degree is it possible to apply semantic frames derived from the English lexicon to the description and analysis of other languages? What types of resources are necessary for the creation of FrameNets for French, German, Hebrew, Japanese, and Spanish? How can the creation of multi-lingual FrameNets be automated? The contentsexemplifies the liveliness of current research on cross-lingual applications of Frame Semantics to natural language processing.
The Swedish FrameNet++ by Dana Dannélls,Lars Borin,Karin Friberg Heppin Pdf
Large computational lexicons are central NLP resources. Swedish FrameNet++ aims to be a versatile full-scale lexical resource for NLP containing many kinds of linguistic information. Although focused on Swedish, this ongoing effort, which includes building a new Swedish framenet and recycling existing lexicons, has offered valuable insights into general aspects of lexical-resource building for NLP, which are discussed in this book: computational and linguistic problems of lexical semantics and lexical typology, the nature of lexical items (words and multiword expressions), achieving interoperability among heterogeneous lexical content, NLP methods for extending and interlinking existing lexicons, and deploying the new resource in practical NLP applications. This book is targeted at everyone with an interest in lexicography, computational lexicography, lexical typology, lexical semantics, linguistics, computational linguistics and related fields. We believe it should be of particular interest to those who are or have been involved in language resource creation, development and evaluation.
Multilingual Natural Language Processing Applications by Daniel Bikel,Imed Zitouni Pdf
Multilingual Natural Language Processing Applications is the first comprehensive single-source guide to building robust and accurate multilingual NLP systems. Edited by two leading experts, it integrates cutting-edge advances with practical solutions drawn from extensive field experience. Part I introduces the core concepts and theoretical foundations of modern multilingual natural language processing, presenting today’s best practices for understanding word and document structure, analyzing syntax, modeling language, recognizing entailment, and detecting redundancy. Part II thoroughly addresses the practical considerations associated with building real-world applications, including information extraction, machine translation, information retrieval/search, summarization, question answering, distillation, processing pipelines, and more. This book contains important new contributions from leading researchers at IBM, Google, Microsoft, Thomson Reuters, BBN, CMU, University of Edinburgh, University of Washington, University of North Texas, and others. Coverage includes Core NLP problems, and today’s best algorithms for attacking them Processing the diverse morphologies present in the world’s languages Uncovering syntactical structure, parsing semantics, using semantic role labeling, and scoring grammaticality Recognizing inferences, subjectivity, and opinion polarity Managing key algorithmic and design tradeoffs in real-world applications Extracting information via mention detection, coreference resolution, and events Building large-scale systems for machine translation, information retrieval, and summarization Answering complex questions through distillation and other advanced techniques Creating dialog systems that leverage advances in speech recognition, synthesis, and dialog management Constructing common infrastructure for multiple multilingual text processing applications This book will be invaluable for all engineers, software developers, researchers, and graduate students who want to process large quantities of text in multiple languages, in any environment: government, corporate, or academic.
Author : Hans C. Boas Publisher : Walter de Gruyter GmbH & Co KG Page : 413 pages File Size : 44,9 Mb Release : 2022-02-21 Category : Language Arts & Disciplines ISBN : 9783110746778
Directions for Pedagogical Construction Grammar by Hans C. Boas Pdf
How can insights from Construction Grammar (CxG) be applied to foreign language learning (FLL) and foreign language teaching (FLT)? This volume explores several aspects of Pedagogical Construction Grammar, with a specific look at issues relevant to second language acquisition, FLL, and FLT. The contributions in this volume discuss a wide range of constructions, as well as different resources, methodologies, and data used to learn constructions in the language classroom. More specifically, they seek to provide answers to the following questions: What do new constructional approaches to teaching and learning foreign language look like that take the insights of CxG seriously? What should electronic resources using constructions and semantic frames for foreign language instruction look like? How should constructions (pairings of form with meaning/function) in the foreign language classroom be introduced? What role does frequency play in learning constructions in the language classroom? What types of strategies does CxG offer to facilitate the acquisition of a second language? This volume is relevant for anyone interested in second language acquisition, foreign language pedagogy, Construction Grammar, and Cognitive Linguistics. Endorsements: If first language learning flows forth from language use, teaching language should be based on relevant usage-patterns, modified in accordance with the advanced cognitive and linguistic knowledge of older learners. The current volume shows how insights from first and second language learning and usage-based Construction Grammar can be turned into evidence-based teaching strategies. Heike Behrens, University of Basel Usage-based Construction Grammar has changed our view of language learning, but it is only recently that researchers have begun to apply the insights of the constructionist approach to language pedagogy. This volume brings together a collection of articles in which experts of Construction Grammar and Usage-based Linguistics make concrete proposals for teaching constructions by using corpora and other resources. A must read for everybody interested in grammar teaching. Holger Diessel, University of Jena With Directions for Pedagogical Construction Grammar, Boas has produced an impressive and much-needed volume which excels at illustrating the immense potential of constructionist approaches to improve language pedagogy. The contributions to this volume, all authored by leading cognitive and corpus linguists, convincingly describe what a successful future of language teaching could look like—one that is founded in usage-based linguistics and takes language patterns seriously. I consider this volume essential reading for any applied linguist. Ute Römer, Georgia State University
Author : Sabine De Knop,Gaëtanelle Gilquin Publisher : Walter de Gruyter GmbH & Co KG Page : 371 pages File Size : 46,5 Mb Release : 2016-04-25 Category : Language Arts & Disciplines ISBN : 9783110458268
Applied Construction Grammar by Sabine De Knop,Gaëtanelle Gilquin Pdf
Current research within the framework of Construction Grammar (CxG) has mainly adopted a theoretical or descriptive approach, neglecting the more applied perspective and especially the question of how language acquisition and pedagogy can benefit from a CxG-based approach. The present volume explores various aspects of “Applied Construction Grammar” through a collection of studies that apply CxG and CxG-inspired approaches to relevant issues in L2 acquisition and teaching. Relying on empirical data and covering a wide range of constructions and languages, the chapters show how the cross-fertilization of CxG and L2 acquisition/teaching can improve the description of learners’ use of constructions, provide theoretical insights into the processes underlying their acquisition (e.g. with reference to inheritance links or transfer from the L1), or lead to novel teaching practices and resources aimed to help learners make the generalizations that native speakers make naturally from the input they receive.
AI Approaches to the Complexity of Legal Systems - Models and Ethical Challenges for Legal Systems, Legal Language and Legal Ontologies, Argumentation and Software Agents by Monica Palmirani,Ugo Pagallo,Pompeu Casanovas,Giovanni Sartor Pdf
The inspiring idea of this workshop series, Artificial Intelligence Approaches to the Complexity of Legal Systems (AICOL), is to develop models of legal knowledge concerning organization, structure, and content in order to promote mutual understanding and communication between different systems and cultures. Complexity and complex systems describe recent developments in AI and law, legal theory, argumentation, the Semantic Web, and multi-agent systems. Multisystem and multilingual ontologies provide an important opportunity to integrate different trends of research in AI and law, including comparative legal studies. Complexity theory, graph theory, game theory, and any other contributions from the mathematical disciplines can help both to formalize the dynamics of legal systems and to capture relations among norms. Cognitive science can help the modeling of legal ontology by taking into account not only the formal features of law but also social behaviour, psychology, and cultural factors. This book is thus meant to support scholars in different areas of science in sharing knowledge and methodological approaches. This volume collects the contributions to the workshop's third edition, which took place as part of the 25th IVR congress of Philosophy of Law and Social Philosophy, held in Frankfurt, Germany, in August 2011. This volume comprises six main parts devoted to the each of the six topics addressed in the workshop, namely: models for the legal system ethics and the regulation of ICT, legal knowledge management, legal information for open access, software agent systems in the legal domain, as well as legal language and legal ontology.
Oral Poetics and Cognitive Science by Mihailo Antovic,Cristóbal Pagán Cánovas Pdf
What can oral poetic traditions teach us about language and the human mind? Oral Poetics has produced insights relevant not only for the study of traditional poetry, but also for our general understanding of language and cognition: formulaic style as a product of rehearsed improvisation, the thematic structuring of traditional narratives, or the poetic use of features from everyday speech, among many others. The cognitive sciences have developed frameworks that are crucial for research on oral poetics, such as construction grammar or conversation analysis. The key for connecting the two disciplines is their common focus on usage and performance. This collection of papers explores how some of the latest research on language and cognition can contribute to advances in oral studies. At the same time, it shows how research on verbal art in its natural, oral medium can lead to new insights in semantics, pragmatics, or multimodal communication. The ultimate goal is to pave the way towards a Cognitive Oral Poetics, a new interdisciplinary field for the study or oral poetry as a window to the mind.
New Approaches to Contrastive Linguistics by Renata Enghels,Bart Defrancq,Marlies Jansegers Pdf
The practice of comparing languages has a long tradition characterized by a cyclic pattern of interest. Its meeting with corpus linguistics in the 1990s has led to a new sub-discipline of corpus-based contrastive studies. The present volume tackles two main challenges that had not yet been fully addressed in the literature, namely an empirical assessment of the nature of the data commonly used in cross-linguistic studies (e.g. translation data versus comparable data), and the development of advanced methods and statistical techniques suitably adapted to contrastive research settings. The papers collected in this volume endeavour to find out what (new) types of data are most useful for what kind of contrastive questions, and which advanced statistical techniques are most suited to deal with the multidimensionality of contrastive research questions. Answers to these questions are provided through the contrastive analysis of various language pairs or groups, and a wide variety of phenomena situated at almost all linguistic levels. In sum, this book provides an update on new methodological and theoretical insights in empirical contrastive linguistics and will stimulate further research within this field.
Controlled Natural Language by Tobias Kuhn,Norbert E Fuchs Pdf
This book constitutes the refereed proceedings of the Third International Workshop on Controlled Natural Language, CNL 2012, held in Zurich, Switzerland, in August 2012. The 12 revised papers presented in this volume were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on CNL for knowledge representation, CNL for interactive systems, CNL applications, CNL grammars and lexica, CNL in the context of the Semantic Web and Linked Open Data and CNL use cases.
Language Processing and Grammars by Brian Nolan,Carlos Periñán-Pascual Pdf
There is a growing awareness of the significance and value that modelling using information technology can bring to the functionally oriented linguistic enterprise. This encompasses a spectrum of areas as diverse as concept modelling, language processing and grammar modelling, conversational agents, and the visualisation of complex linguistic information in a functional linguistic perspective. This edited volume offers a collection of papers dealing with different aspects of computational modelling of language and grammars, within a functional perspective at both the theoretical and application levels. As a result, this volume represents the first instance of contemporary functionally oriented computational treatments of a variety of important language and linguistic issues. This book presents current research on functionally oriented computational models of grammar, language processing and linguistics, concerned with a broadly functional computational linguistics that also contributes to our understanding of languages within a functional and cognitive linguistic, computational research agenda.
The Oxford Handbook of Computational Linguistics by Ruslan Mitkov Pdf
Ruslan Mitkov's highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis, translation technology, opinion mining and sentiment analysis, and the application of Natural Language Processing in educational and biomedical contexts, among many others. The volume is divided into four parts that examine, respectively: the linguistic fundamentals of computational linguistics; the methods and resources used, such as statistical modelling, machine learning, and corpus annotation; key language processing tasks including text segmentation, anaphora resolution, and speech recognition; and the major applications of Natural Language Processing, from machine translation to author profiling. The book will be an essential reference for researchers and students in computational linguistics and Natural Language Processing, as well as those working in related industries.
Constructicography by Benjamin Lyngfelt,Lars Borin,Kyoko Ohara,Tiago Timponi Torrent Pdf
In constructionist theory, a constructicon is an inventory of constructions making up the full set of linguistic units in a language. In applied practice, it is a set of construction descriptions – a “dictionary of constructions”. The development of constructicons in the latter sense typically means combining principles of both construction grammar and lexicography, and is probably best characterized as a blend between the two traditions. We call this blend constructicography. The present volume is a comprehensive introduction to the emerging field of constructicography. After a general introduction follow six chapters presenting constructicon projects for English, German, Japanese, Brazilian Portuguese, Russian, and Swedish, respectively, often in relation to a framenet of the language. In addition, there is a chapter addressing the interplay between linguistics and language technology in constructicon development, and a final chapter exploring the prospects for interlingual constructicography. This is the first major publication devoted to constructicon development and it should be particularly relevant for those interested in construction grammar, frame semantics, lexicography, the relation between grammar and lexicon, or linguistically informed language technology.
Multiword expressions in lexical resources by Voula Giouli,Verginica Barbu Mititelu Pdf
This volume contains chapters that paint the current landscape of the multiword expressions (MWE) representation in lexical resources, in view of their robust identification and computational processing. Both large-size general lexica and smaller MWE-centred ones are included, with special focus on the representation decisions and mechanisms that facilitate their usage in Natural Language Processing tasks. The presentations go beyond the morpho-syntactic description of MWEs, into their semantics. One challenge in representing MWEs in lexical resources is ensuring that the variability along with extra features required by the different types of MWEs can be captured efficiently. In this respect, recommendations for representing MWEs in mono- and multilingual computational lexicons have been proposed; these focus mainly on the syntactic and semantic properties of support verbs and noun compounds and their proper encoding thereof.
Author : Ryan Dux Publisher : John Benjamins Publishing Company Page : 332 pages File Size : 41,6 Mb Release : 2020-11-15 Category : Language Arts & Disciplines ISBN : 9789027261014
While verb classes are a mainstay of linguistic research, the field lacks consensus on precisely what constitutes a verb class. This book presents a novel approach to verb classes, employing a bottom-up, corpus-based methodology and combining key insights from Frame Semantics, Construction Grammar, and Valency Grammar. On this approach, verb classes are formulated at varying granularity levels to adequately capture both the shared semantic and syntactic properties unifying verbs of a class and the idiosyncratic properties unique to individual verbs. In-depth analyses based on this approach shed light on the interrelations between verbs, frame-semantics, and constructions, and on the semantic richness and network organization of grammatical constructions. This approach is extended to a comparison of Change and Theft verbs, revealing unexpected lexical and syntactic differences across semantically distinct classes. Finally, a range of contrastive (German–English) analyses demonstrate how verb classes can inform the cross-linguistic comparison of verbs and constructions.
Advances in Frame Semantics by Mirjam Fried,Kiki Nikiforidou Pdf
This volume presents some of the latest research in Frame Semantics, including work in computational lexicography as developed within the FrameNet project. Using varied material from English, Italian, and Japanese, the contributions collectively expand the theoretical, conceptual, and computational apparatus of Frame semantics, by studying a range of issues concerning not only lexical structure, associated with cognitive frames, but also the less studied interactional frames and their relationship to grammatical organization. While addressing a number of linguistic phenomena, such as verbs of visual perception, metaphoric language, subordinating connectives, paraphrasing, honorifics, certain pragmatic particles, basic speech acts, and the semantic structuring of legal texts, the analyses also highlight the broader question of integrating frames within rich lexical and grammatical descriptions, whether in the context of lexicon-building resources, models for knowledge representation, experimental modeling of language acquisition and processing, conceptual metaphor theory, paraphrase research, or the communicative grounding of linguistic structure. Originally published in Constructions and Frames Vol. 3:1 (2011) and Vol. 2:2 (2010).