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This book constitutes the refereed proceedings of the 21st International Conference on Text, Speech, and Dialogue, TSD 2018, held in Brno, Czech Republic, in September 2018. The 56 regular papers were carefully reviewed and selected from numerous submissions. They focus on topics such as corpora and language resources, speech recognition, tagging, classification and parsing of text and speech, speech and spoken language generation, semantic processing of text and search, integrating applications of text and speech processing, machine translation, automatic dialogue systems, multimodal techniques and modeling.
The analysis of discourse is probably one of the most complex problems of linguistics. It can be approached from many different directions, involving a large variety of different methods. This volume unites psycholinguistic studies, investigations of logical and computational models of discourse, corpus studies, and linguistic case studies of language-specific devices. This variety of approaches reflects the complexity of discourse production and understanding, and it also reflects the necessity of understanding the complex interplay of diverse parameters which influence these processes. The growing importance of corpus-based and experimental approaches to discourse analysis is duly reflected in this volume. Most of the chapters make use of them in one or the other form. This collection of articles grew out of the third installment of the Constraints in Discourse conferences, and will be of interest to researchers from linguistics, artificial intelligence, and cognitive science.
This handbook offers a thorough treatment of the science of linguistic annotation. Leaders in the field guide the reader through the process of modeling, creating an annotation language, building a corpus and evaluating it for correctness. Essential reading for both computer scientists and linguistic researchers.Linguistic annotation is an increasingly important activity in the field of computational linguistics because of its critical role in the development of language models for natural language processing applications. Part one of this book covers all phases of the linguistic annotation process, from annotation scheme design and choice of representation format through both the manual and automatic annotation process, evaluation, and iterative improvement of annotation accuracy. The second part of the book includes case studies of annotation projects across the spectrum of linguistic annotation types, including morpho-syntactic tagging, syntactic analyses, a range of semantic analyses (semantic roles, named entities, sentiment and opinion), time and event and spatial analyses, and discourse level analyses including discourse structure, co-reference, etc. Each case study addresses the various phases and processes discussed in the chapters of part one.
Over the past four decades, discourse coherence has been studied from linguistic, psycholinguistic, computational, and applied perspectives. This volume identifies current issues and under-researched topics in the pragmatics of discourse coherence. Nine studies from various disciplines address the realization and signalling of coherence relations in various genres and languages, their acquisition and use by first- and second-language learners and university students, the relationship between coherence relations and genre-specific discourse structure, and extensions of the coherence paradigm to multimodal discourse and visual art. This collection will be of interest to researchers from linguistics, applied linguistics, psychology, communication, and multimodal semiotics.
Linguistically annotated corpora are becoming a central part of the corpus linguistics field. One of their main strengths is the level of searchability they offer, but with the annotation come problems of the initial complexity of queries and query tools. This book gives a full, pedagogic account of this burgeoning field. Beginning with an overview of corpus linguistics, its prerequisites and goals, the book then introduces linguistically annotated corpora. It explores the different levels of linguistic annotation, including morphological, parts of speech, syntactic, semantic and discourse-level, as well as advantages and challenges for such annotations. It covers the main annotated corpora for English, the Penn Treebank, the International Corpus of English, and OntoNotes, as well as a wide range of corpora for other languages. In its third part, search strategies required for different types of data are explored. All chapters are accompanied by exercises and by sections on further reading.
"This book defines the role of advanced natural language processing within natural language processing, and alongside other disciplines such as linguistics, computer science, and cognitive science"--Provided by publisher.
The volume brings together seventeen peer-reviewed, revised papers originally presented at the 16th International Conference on English Historical Linguistics (ICEHL 16), held in August 2010 at the University of Pécs, Hungary. This selection aims to show how theoretical and empirical approaches can be combined in the historical investigation of the English language, what insights and exact information can be obtained about language change in the history of English with the help of tools like historical corpora or with inter- and transdisciplinary methods. The volume is arranged around five thematic headings. The first discusses dialects and regional variation from the viewpoint of contact linguistics and phonological, morphological, and lexical change. The second has syntactic variation and grammaticalization as its focus. Papers on grammatical changes in nominal and pronominal constructions are presented in part three. The integration of loanwords in Middle English is discussed in part four, and the last investigates communicative intentions in historical discourse. The volume should appeal to linguists interested in historical aspects of dialect and discourse studies, historical pragmatics, contact linguistics, grammaticalization theory, corpus linguistics, and of course language change.