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Linguistic Knowledge Based Discourse Modeling For Context Question Answering
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Book Synopsis Linguistic Knowledge Based Discourse Modeling for Context Question Answering by : Mingyu Sun
Download or read book Linguistic Knowledge Based Discourse Modeling for Context Question Answering written by Mingyu Sun and published by . This book was released on 2006 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Computational Linguistic Text Processing by : Rodolfo Delmonte
Download or read book Computational Linguistic Text Processing written by Rodolfo Delmonte and published by Nova Publishers. This book was released on 2007 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: The topic of this book is the theoretical foundations of a theory LSLT -- Lexical Semantic Language Theory - and its implementation in a the system for text analysis and understanding called GETARUN, developed at the University of Venice, Laboratory of Computational Linguistics, Department of Language Sciences. LSLT encompasses a psycholinguistic theory of the way the language faculty works, a grammatical theory of the way in which sentences are analysed and generated -- for this we will be using Lexical-Functional Grammar -- a semantic theory of the way in which meaning is encoded and expressed in utterances -- for this we will be using Situation Semantics -, and a parsing theory of the way in which components of the theory interact in a common architecture to produce the needed language representation to be eventually spoken aloud or interpreted by the phonetic/acoustic language interface. LSLT will then be put to use to show how discourse relations are mapped automatically from text using the tools available in the 4 sub-theories, and in particular we will focus on Causal Relations showing how the various sub-theories contribute to address different types of causality.
Book Synopsis Interactive Multi-modal Question-Answering by : Antal van den Bosch
Download or read book Interactive Multi-modal Question-Answering written by Antal van den Bosch and published by Springer Science & Business Media. This book was released on 2011-05-10 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the result of a group of researchers from different disciplines asking themselves one question: what does it take to develop a computer interface that listens, talks, and can answer questions in a domain? First, obviously, it takes specialized modules for speech recognition and synthesis, human interaction management (dialogue, input fusion, and multimodal output fusion), basic question understanding, and answer finding. While all modules are researched as independent subfields, this book describes the development of state-of-the-art modules and their integration into a single, working application capable of answering medical (encyclopedic) questions such as "How long is a person with measles contagious?" or "How can I prevent RSI?". The contributions in this book, which grew out of the IMIX project funded by the Netherlands Organisation for Scientific Research, document the development of this system, but also address more general issues in natural language processing, such as the development of multidimensional dialogue systems, the acquisition of taxonomic knowledge from text, answer fusion, sequence processing for domain-specific entity recognition, and syntactic parsing for question answering. Together, they offer an overview of the most important findings and lessons learned in the scope of the IMIX project, making the book of interest to both academic and commercial developers of human-machine interaction systems in Dutch or any other language. Highlights include: integrating multi-modal input fusion in dialogue management (Van Schooten and Op den Akker), state-of-the-art approaches to the extraction of term variants (Van der Plas, Tiedemann, and Fahmi; Tjong Kim Sang, Hofmann, and De Rijke), and multi-modal answer fusion (two chapters by Van Hooijdonk, Bosma, Krahmer, Maes, Theune, and Marsi). Watch the IMIX movie at www.nwo.nl/imix-film. Like IBM's Watson, the IMIX system described in the book gives naturally phrased responses to naturally posed questions. Where Watson can only generate synthetic speech, the IMIX system also recognizes speech. On the other hand, Watson is able to win a television quiz, while the IMIX system is domain-specific, answering only to medical questions. "The Netherlands has always been one of the leaders in the general field of Human Language Technology, and IMIX is no exception. It was a very ambitious program, with a remarkably successful performance leading to interesting results. The teams covered a remarkable amount of territory in the general sphere of multimodal question answering and information delivery, question answering, information extraction and component technologies." Eduard Hovy, USC, USA, Jon Oberlander, University of Edinburgh, Scotland, and Norbert Reithinger, DFKI, Germany
Book Synopsis Discourse Markers by : Deborah Schiffrin
Download or read book Discourse Markers written by Deborah Schiffrin and published by Cambridge University Press. This book was released on 1988-02-26 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discourse markers - the particles oh, well, now, then, you know and I mean, and the connectives so, because, and, but and or - perform important functions in conversation. Dr Schiffrin's approach is firmly interdisciplinary, within linguistics and sociology, and her rigourous analysis clearly demonstrates that neither the markers, nor the discourse within which they function, can be understood from one point of view alone, but only as an integration of structural, semantic, pragmatic, and social factors. The core of the book is a comparative analysis of markers within conversational discourse collected by Dr Schiffrin during sociolinguistic fieldwork. The study concludes that markers provide contextual coordinates which aid in the production and interpretation of coherent conversation at both local and global levels of organization. It raises a wide range of theoretical and methodological issues important to discourse analysis - including the relationship between meaning and use, the role of qualitative and quantitative analyses - and the insights it offers will be of particular value to readers confronting the very substantial problems presented by the search for a model of discourse which is based on what people actually say, mean, and do with words in everyday social interaction.
Book Synopsis Knowledge-augmented Methods for Natural Language Processing by : Meng Jiang
Download or read book Knowledge-augmented Methods for Natural Language Processing written by Meng Jiang and published by Springer Nature. This book was released on with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Modeling and Using Context by : Gábor Bella
Download or read book Modeling and Using Context written by Gábor Bella and published by Springer Nature. This book was released on 2019-11-12 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 11th International and Interdisciplinary Conference on Modeling and Using Context, CONTEXT 2019, held in Trento, Italy, in November 2019. The 20 full papers and 4 invited talks presented were carefully reviewed and selected from 31 submissions. The papers feature research in a wide range of disciplines related to issues of context and contextual knowledge and discuss commonalities across and differences between the disciplines' approaches to the study of context. They cover a large spectrum of fields, including philosophy of language and of science, computational papers on context-aware information systems, artificial intelligence, and computational linguistics, as well as cognitive and social sciences.
Book Synopsis Artificial Intelligence for Customer Relationship Management by : Boris Galitsky
Download or read book Artificial Intelligence for Customer Relationship Management written by Boris Galitsky and published by Springer Nature. This book was released on 2020-12-23 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second volume of this research monograph describes a number of applications of Artificial Intelligence in the field of Customer Relationship Management with the focus of solving customer problems. We design a system that tries to understand the customer complaint, his mood, and what can be done to resolve an issue with the product or service. To solve a customer problem efficiently, we maintain a dialogue with the customer so that the problem can be clarified and multiple ways to fix it can be sought. We introduce dialogue management based on discourse analysis: a systematic linguistic way to handle the thought process of the author of the content to be delivered. We analyze user sentiments and personal traits to tailor dialogue management to individual customers. We also design a number of dialogue scenarios for CRM with replies following certain patterns and propose virtual and social dialogues for various modalities of communication with a customer. After we learn to detect fake content, deception and hypocrisy, we examine the domain of customer complaints. We simulate mental states, attitudes and emotions of a complainant and try to predict his behavior. Having suggested graph-based formal representations of complaint scenarios, we machine-learn them to identify the best action the customer support organization can chose to retain the complainant as a customer.
Book Synopsis Dissertation Abstracts International by :
Download or read book Dissertation Abstracts International written by and published by . This book was released on 2009-08 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Oxford Handbook of Computational Linguistics by : Ruslan Mitkov
Download or read book The Oxford Handbook of Computational Linguistics written by Ruslan Mitkov and published by Oxford University Press. This book was released on 2004 with total page 808 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook of computational linguistics, written for academics, graduate students and researchers, provides a state-of-the-art reference to one of the most active and productive fields in linguistics.
Book Synopsis What's the Use of User Models? by : Steven Gillis
Download or read book What's the Use of User Models? written by Steven Gillis and published by . This book was released on 1989 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Discourse Markers by : Deborah Schiffrin
Download or read book Discourse Markers written by Deborah Schiffrin and published by Cambridge University Press. This book was released on 1987 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discourse markers - the particles oh, well, now, then, you know and I mean, and the connectives so, because, and, but and or - perform important functions in conversation. Dr Schiffrin's approach is firmly interdisciplinary, within linguistics and sociology, and her rigourous analysis clearly demonstrates that neither the markers, nor the discourse within which they function, can be understood from one point of view alone, but only as an integration of structural, semantic, pragmatic, and social factors. The core of the book is a comparative analysis of markers within conversational discourse collected by Dr Schiffrin during sociolinguistic fieldwork. The study concludes that markers provide contextual coordinates which aid in the production and interpretation of coherent conversation at both local and global levels of organization. It raises a wide range of theoretical and methodological issues important to discourse analysis - including the relationship between meaning and use, the role of qualitative and quantitative analyses - and the insights it offers will be of particular value to readers confronting the very substantial problems presented by the search for a model of discourse which is based on what people actually say, mean, and do with words in everyday social interaction.
Book Synopsis Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data by : Maosong Sun
Download or read book Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data written by Maosong Sun and published by Springer. This book was released on 2013-10-04 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th China National Conference on Computational Linguistics, CCL 2013, and of the First International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2013, held in Suzhou, China, in October 2013. The 32 papers presented were carefully reviewed and selected from 252 submissions. The papers are organized in topical sections on word segmentation; open-domain question answering; discourse, coreference and pragmatics; statistical and machine learning methods in NLP; semantics; text mining, open-domain information extraction and machine reading of the Web; sentiment analysis, opinion mining and text classification; lexical semantics and ontologies; language resources and annotation; machine translation; speech recognition and synthesis; tagging and chunking; and large-scale knowledge acquisition and reasoning.
Book Synopsis Questions and Information Systems by : Thomas W. Lauer
Download or read book Questions and Information Systems written by Thomas W. Lauer and published by Psychology Press. This book was released on 2013-04-15 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: The design and functioning of an information system improve to the extent that the system can handle the questions people ask. Surprisingly, however, researchers in the cognitive, computer, and information sciences have not thoroughly examined the multitude of relationships between information systems and questions -- both question asking and answering. The purpose of this book is to explicitly examine these relationships. Chapter contributors believe that questions play a central role in the analysis, design, and use of different kinds of natural or artificial information systems such as human cognition, social interaction, communication networks, and intelligent tutoring systems. Their efforts show that data structures and representations need to be organized around the questioning mechanisms in order to achieve a quick retrieval of relevant useful information.
Book Synopsis The Integration of Phonetic Knowledge in Speech Technology by : William J. Barry
Download or read book The Integration of Phonetic Knowledge in Speech Technology written by William J. Barry and published by Springer Science & Business Media. This book was released on 2006-03-30 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continued progress in Speech Technology in the face of ever-increasing demands on the performance levels of applications is a challenge to the whole speech and language science community. Robust recognition and understanding of spontaneous speech in varied environments, good comprehensibility and naturalness of expressive speech synthesis are goals that cannot be achieved without a change of paradigm. This book argues for interdisciplinary communication and cooperation in problem-solving in general, and discusses the interaction between speech and language engineering and phonetics in particular. With a number of reports on innovative speech technology research as well as more theoretical discussions, it addresses the practical, scientific and sometimes the philosophical problems that stand in the way of cross-disciplinary collaboration and illuminates some of the many possible ways forward. Audience: Researchers and professionals in speech technology and computational linguists.
Book Synopsis Language Identification by : Fouad Sabry
Download or read book Language Identification written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2023-07-05 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: What Is Language Identification The difficulty of determining which natural language a piece of information is written in is referred to as language identification or language guessing in the field of natural language processing. The computational approaches to this issue regard it as a particular instance of text categorization, which can then be solved using a variety of statistical techniques. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Language Identification Chapter 2: Computational Linguistics Chapter 3: Natural Language Processing Chapter 4: Word-sense Disambiguation Chapter 5: Cognitive Linguistics Chapter 6: Part-of-speech Tagging Chapter 7: N-gram Chapter 8: Language Model Chapter 9: Native-language Identification Chapter 10: Word2vec (II) Answering the public top questions about language identification. (III) Real world examples for the usage of language identification in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of language identification' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of language identification.
Book Synopsis Abduction, Belief, and Context in Dialogue by : Harry C. Bunt
Download or read book Abduction, Belief, and Context in Dialogue written by Harry C. Bunt and published by John Benjamins Publishing. This book was released on 2000-01-01 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title delves into the world of pragmatics; of abduction and induction, and looks at topics such as context modelling, and an activity-based approach to pragmatics, as well as discourse focus tracking.
Book Synopsis Language, Cognition, and Computational Models by : Thierry Poibeau
Download or read book Language, Cognition, and Computational Models written by Thierry Poibeau and published by Cambridge University Press. This book was released on 2018-01-25 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book uses recent computational models to explore issues related to language and cognition.