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Author:
Publisher:
ISBN: 9781632664037
Category :
Languages : en
Pages : 131
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Book Description
Author:
Publisher:
ISBN: 9781632664037
Category :
Languages : en
Pages : 131
Get Book Here
Book Description
Author: Carlos Ramisch
Publisher: Springer
ISBN: 3319092073
Category : Computers
Languages : en
Pages : 233
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Book Description
This book is an excellent introduction to multiword expressions. It provides a unique, comprehensive and up-to-date overview of this exciting topic in computational linguistics. The first part describes the diversity and richness of multiword expressions, including many examples in several languages. These constructions are not only complex and arbitrary, but also much more frequent than one would guess, making them a real nightmare for natural language processing applications. The second part introduces a new generic framework for automatic acquisition of multiword expressions from texts. Furthermore, it describes the accompanying free software tool, the mwetoolkit, which comes in handy when looking for expressions in texts (regardless of the language). Evaluation is greatly emphasized, underlining the fact that results depend on parameters like corpus size, language, MWE type, etc. The last part contains solid experimental results and evaluates the mwetoolkit, demonstrating its usefulness for computer-assisted lexicography and machine translation. This is the first book to cover the whole pipeline of multiword expression acquisition in a single volume. It is addresses the needs of students and researchers in computational and theoretical linguistics, cognitive sciences, artificial intelligence and computer science. Its good balance between computational and linguistic views make it the perfect starting point for anyone interested in multiword expressions, language and text processing in general.
Author: Ruslan Mitkov
Publisher: John Benjamins Publishing Company
ISBN: 9027264201
Category : Language Arts & Disciplines
Languages : en
Pages : 271
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Book Description
The correct interpretation of Multiword Units (MWUs) is crucial to many applications in Natural Language Processing but is a challenging and complex task. In recent years, the computational treatment of MWUs has received considerable attention but there is much more to be done before we can claim that NLP and Machine Translation (MT) systems process MWUs successfully. This volume provides a general overview of the field with particular reference to Machine Translation and Translation Technology and focuses on languages such as English, Basque, French, Romanian, German, Dutch and Croatian, among others. The chapters of the volume illustrate a variety of topics that address this challenge, such as the use of rule-based approaches, compound splitting techniques, MWU identification methodologies in multilingual applications, and MWU alignment issues.
Author: Stella Markantonatou
Publisher: Language Science Press
ISBN: 396110123X
Category :
Languages : en
Pages : 408
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Book Description
The annual workshop on multiword expressions takes place since 2001 in conjunction with major computational linguistics conferences and attracts the attention of an ever-growing community working on a variety of languages, linguistic phenomena and related computational processing issues. MWE 2017 took place in Valencia, Spain, and represented a vibrant panorama of the current research landscape on the computational treatment of multiword expressions, featuring many high-quality submissions. Furthermore, MWE 2017 included the first shared task on multilingual identification of verbal multiword expressions. The shared task, with extended communal work, has developed important multilingual resources and mobilised several research groups in computational linguistics worldwide. This book contains extended versions of selected papers from the workshop. Authors worked hard to include detailed explanations, broader and deeper analyses, and new exciting results, which were thoroughly reviewed by an internationally renowned committee. We hope that this distinctly joint effort will provide a meaningful and useful snapshot of the multilingual state of the art in multiword expressions modelling and processing, and will be a point point of reference for future work.
Author: Manfred Sailer
Publisher: Language Science Press
ISBN: 3961100632
Category : Bilingualism
Languages : en
Pages : 376
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Book Description
Multiword expressions (MWEs) are a challenge for both the natural language applications and the linguistic theory because they often defy the application of the machinery developed for free combinations where the default is that the meaning of an utterance can be predicted from its structure. There is a rich body of primarily descriptive work on MWEs for many European languages but comparative work is little. The volume brings together MWE experts to explore the benefits of a multilingual perspective on MWEs. The ten contributions in this volume look at MWEs in Bulgarian, English, French, German, Maori, Modern Greek, Romanian, Serbian, and Spanish. They discuss prominent issues in MWE research such as classification of MWEs, their formal grammatical modeling, and the description of individual MWE types from the point of view of different theoretical frameworks, such as Dependency Grammar, Generative Grammar, Head-driven Phrase Structure Grammar, Lexical Functional Grammar, Lexicon Grammar.
Author: Jakub Waszczuk
Publisher: Language Science Press
ISBN: 3961101450
Category : Language Arts & Disciplines
Languages : en
Pages : 326
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Book Description
This book consists of contributions related to the definition, representation and parsing of MWEs. These reflect current trends in the representation and processing of MWEs. They cover various categories of MWEs such as verbal, adverbial and nominal MWEs, various linguistic frameworks (e.g. tree-based and unification-based grammars), various languages including English, French, Modern Greek, Hebrew, Norwegian), and various applications (namely MWE detection, parsing, automatic translation) using both symbolic and statistical approaches.
Author: Voula Giouli
Publisher: Language Science Press
ISBN: 3961104700
Category : Language Arts & Disciplines
Languages : en
Pages : 372
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Book Description
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: Ruslan Mitkov
Publisher: Oxford University Press
ISBN: 0191625531
Category : Language Arts & Disciplines
Languages : en
Pages : 1312
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Book Description
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.
Author: Carmen Mellado Blanco
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110520567
Category : Language Arts & Disciplines
Languages : en
Pages : 328
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Book Description
Adopting a corpus-based methodology, this volume analyses phraseological patterns in nine European languages from a monolingual, bilingual and multilingual point of view, following a mostly Construction Grammar approach. At present, corpus-based constructional research represents an interesting and innovative field of phraseology with great relevance to translatology, foreign language didactics and lexicography.
Author: Iva Novakova
Publisher: Springer Nature
ISBN: 3030237443
Category : Performing Arts
Languages : en
Pages : 298
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Book Description
This edited book represents the first cohesive attempt to describe the literary genres of late-twentieth-century fiction in terms of lexico-grammatical patterns. Drawing on the PhraseoRom international project on the phraseology of contemporary novels, the contributed chapters combine literary studies with corpus linguistics to analyse fantasy, romance, crime, historical and science fiction in French and English. The authors offer new insights into long-standing debates on genre distinction and the hybridization of genres by deploying a new, interdisciplinary methodology. Sitting at the intersection of literature and linguistics, with a firm grounding in the digital humanities, this book will be of particular relevance to literary scholars, corpus stylists, contrastivists and lexicologists, as well as general readers with an interest in twentieth-century genre fiction.
