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Eye Tracking While Reading For Psycholinguistic And Computational Models Of Language Comprehension
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Book Synopsis Eye-tracking While Reading for Psycholinguistic and Computational Models of Language Comprehension by : Nora Hollenstein
Download or read book Eye-tracking While Reading for Psycholinguistic and Computational Models of Language Comprehension written by Nora Hollenstein and published by Frontiers Media SA. This book was released on 2023-12-12 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The On-line Study of Sentence Comprehension by : Manuel Carreiras
Download or read book The On-line Study of Sentence Comprehension written by Manuel Carreiras and published by Psychology Press. This book was released on 2004-09-13 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addresses issues relating to the use of advanced research techniques - specifically Eyetracking and ERP - to study the moment-by-moment mental processes that occur while a reader or listener is understanding language.
Book Synopsis Cognitively Inspired Natural Language Processing by : Abhijit Mishra
Download or read book Cognitively Inspired Natural Language Processing written by Abhijit Mishra and published by Springer. This book was released on 2018-08-01 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows ways of augmenting the capabilities of Natural Language Processing (NLP) systems by means of cognitive-mode language processing. The authors employ eye-tracking technology to record and analyze shallow cognitive information in the form of gaze patterns of readers/annotators who perform language processing tasks. The insights gained from such measures are subsequently translated into systems that help us (1) assess the actual cognitive load in text annotation, with resulting increase in human text-annotation efficiency, and (2) extract cognitive features that, when added to traditional features, can improve the accuracy of text classifiers. In sum, the authors’ work successfully demonstrates that cognitive information gleaned from human eye-movement data can benefit modern NLP. Currently available Natural Language Processing (NLP) systems are weak AI systems: they seek to capture the functionality of human language processing, without worrying about how this processing is realized in human beings’ hardware. In other words, these systems are oblivious to the actual cognitive processes involved in human language processing. This ignorance, however, is NOT bliss! The accuracy figures of all non-toy NLP systems saturate beyond a certain point, making it abundantly clear that “something different should be done.”
Book Synopsis Eyetracking and Applied Linguistics by : Silvia Hansen-Schirra
Download or read book Eyetracking and Applied Linguistics written by Silvia Hansen-Schirra and published by Language Science Press. This book was released on 2016-11-25 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: Eyetracking has become a powerful tool in scientific research and has finally found its way into disciplines such as applied linguistics and translation studies, paving the way for new insights and challenges in these fields. The aim of the first International Conference on Eyetracking and Applied Linguistics (ICEAL) was to bring together researchers who use eyetracking to empirically answer their research questions. It was intended to bridge the gaps between applied linguistics, translation studies, cognitive science and computational linguistics on the one hand and to further encourage innovative research methodologies and data triangulation on the other hand. These challenges are also addressed in this proceedings volume: While the studies described in the volume deal with a wide range of topics, they all agree on eyetracking as an appropriate methodology in empirical research.
Book Synopsis Eye Movements and Information Processing During Reading by : Ralph Radach
Download or read book Eye Movements and Information Processing During Reading written by Ralph Radach and published by Psychology Press. This book was released on 2004 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Measurement and analysis of eye movements are two of the most powerful ways to study the workings of the human mind. This Special Issue on eye movements and information processing in reading presents an overview of experimental research based on this methodology. Eye movements provide a unique opportunity to examine principles of human information processing in a well-structured visual environment while people engage in a natural cognitive task. At the same time, oculomotor measures can be used as a tool to develop and test psycholinguistic hypotheses about the processing of written language. The papers in this issue contribute to both aspects, addressing issues that dominate current debates in the field. Seen from the angle of visual information processing, a major theme is the role played by parafoveal information for different types and levels of processing and for oculomotor control in reading. This includes effects of visual and linguistic word properties on the selection of words for fixation and the specification of saccade amplitudes. Clearly the most controversial question in this context concerns the allocation of attention, with positions ranging from a sequentially moving spotlight to a gradient of spatially distributed processing. Related to this is the issue of serial vs. parallel word processing and the fundamental question as to what extent the duration of fixations in reading is related to lexical processing. Taking a psycholinguistic perspective, the topics addressed include several levels of language processing from orthography to pragmatic information in sentence reading. New approaches to the study of morphologically complex words are reported, together with novel work revealing the complex nature of the apparently accessible, but elusive, concept of word frequency. Other papers reflect current theoretical discussions centered on the development of computational models of the reading process and contribute to the empirical base of these discussions. Taken together, this collection of papers, supplemented by an introduction to the field and a commentary on major issues, presents a comprehensive and up-to-date perspective on a research area currently characterised by numerous theoretical and empirical disputes. The papers will be of particular appeal to readers interested in basic and applied psycholinguistics, attention and visual perception, motor control and the modelling of complex cognitive processes.
Download or read book Eye-Tracking written by Kathy Conklin and published by Cambridge University Press. This book was released on 2018-03-15 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: Eye-tracking is quickly becoming a valuable tool in applied linguistics research as it provides a 'real-time', direct measure of cognitive processing effort. This book provides a straightforward introduction to the technology and how it might be used in language research. With a strong focus on the practicalities of designing eye-tracking studies that achieve the standard of other well-established experimental techniques, it provides valuable information about building and designing studies, touching on common challenges and problems, as well as solutions. Importantly, the book looks at the use of eye-tracking in a wide variety of applied contexts including reading, listening and multi-modal input, writing, testing, corpus linguistics, translation, stylistics, and computer-mediated communication. Each chapter finishes with a simple checklist to help researchers use eye-tracking in a wide variety of language studies. Discussion is grounded in concrete examples, which will allow users coming to the technology for the first time to gain the knowledge and confidence to use it to produce high quality research.
Download or read book The Mind's Eye written by Ralph Radach and published by Elsevier. This book was released on 2003-06-05 with total page 762 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book provides a comprehensive state-of-the-art overview of current research on cognitive and applied aspects of eye movements. The contents include peer-reviewed chapters based on a selection of papers presented at the 11th European Conference on Eye Movements (Turku, Finland 2001), supplemented by invited contributions. The ECEM conference series brings together researchers from various disciplines with an interest to use eye-tracking to study perceptual and higher order cognitive functions. The contents of the book faithfully reflect the scope and diversity of interest in eye-tracking as a fruitful tool both in basic and applied research. It consists of five sections: visual information processing and saccadic eye movements; empirical studies of reading and language production; computational models of eye movements in reading; eye-tracking as a tool to study human-computer interaction; and eye movement applications in media and communication research. Each section is concluded by a commentary chapter by one of the leading authorities in the field. These commentaries discuss and integrate the contributions in the section and provide an expert view on the most significant present and future developments in the respective areas. The book is a reference volume including a large body of new empirical work but also principal theoretical viewpoints of leading research groups in the field.
Book Synopsis Eye-tracking Technology Applications in Educational Research by : Christopher Was
Download or read book Eye-tracking Technology Applications in Educational Research written by Christopher Was and published by Information Science Reference. This book was released on 2016-09-16 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book enriches the current pool of educational research with cutting-edge applications of eye tracking in education and seeking to advance this emergent, interdisciplinary field"--
Book Synopsis The Handbook of Computational Linguistics and Natural Language Processing by : Alexander Clark
Download or read book The Handbook of Computational Linguistics and Natural Language Processing written by Alexander Clark and published by John Wiley & Sons. This book was released on 2013-04-24 with total page 802 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP). Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forward Includes an introduction to the major theoretical issues in these fields, as well as the central engineering applications that the work has produced Presents the major developments in an accessible way, explaining the close connection between scientific understanding of the computational properties of natural language and the creation of effective language technologies Serves as an invaluable state-of-the-art reference source for computational linguists and software engineers developing NLP applications in industrial research and development labs of software companies
Book Synopsis Psycholinguistic and Cognitive Inquiries into Translation and Interpreting by : Aline Ferreira
Download or read book Psycholinguistic and Cognitive Inquiries into Translation and Interpreting written by Aline Ferreira and published by John Benjamins Publishing Company. This book was released on 2015-01-15 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Psycholinguistic and Cognitive Inquiries into Translation and Interpreting presents perspectives and original studies that aim to diversify traditional approaches in translation and interpreting research and improve the quality and generalizability of the field. The volume is divided into two parts: Part I includes an introductory discussion on the input of psycholinguistics and cognitive science to translation and interpreting along with two state-of-the-art chapters that discuss valid experimental designs while critically reviewing and building on existing work. Part II subsequently presents original studies which explore the performance of expert and novice translators using a variety of methodologies such as eye tracking, keystroke logging, retrospective protocols, and post-editing machine translation. It also presents contributions for exploratory studies on interpreting and for testing several constructs such as language competence and the role of expertise, redundancy, and working memory capacity. This volume is intended to act as a valuable reference for scholars, practitioners, translators, graduate and advanced undergraduate students, and anyone wishing to gain an overview of current issues in translation and interpreting from psycholinguistic and cognitive domains.
Book Synopsis The On-line Study of Sentence Comprehension by : Manuel Carreiras
Download or read book The On-line Study of Sentence Comprehension written by Manuel Carreiras and published by . This book was released on 2004 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses important findings, assumptions, problems, hopes, and future guidelines on the use of advanced research techniques to study the moment-by-moment mental processes that occur while a reader or listener is understanding language. The core techniques are eye tracking and ERPs, with some extensions to others such as fMRI. The On-line Study of Sentence Comprehension has been written by top researchers in the field of psycholinguistics, who are also leading experts in the use of eye tracking and ERPs. This book combines comprehensive overviews of the state of th.
Book Synopsis South and Southeast Asian Psycholinguistics by : Heather Winskel
Download or read book South and Southeast Asian Psycholinguistics written by Heather Winskel and published by Cambridge University Press. This book was released on 2014 with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt: This groundbreaking volume explores the languages of South and Southeast Asia, which differ significantly from Indo-European languages in their grammar, lexicon and spoken forms. This book raises new questions in psycholinguistics and enables readers to re-evaluate previous models in light of new research.
Book Synopsis The Bilingual Mental Lexicon by : Aneta Pavlenko
Download or read book The Bilingual Mental Lexicon written by Aneta Pavlenko and published by Multilingual Matters. This book was released on 2009-01-22 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: How are words organized in the bilingual mind? How are they linked to concepts? How do bi- and multilinguals process words in their multiple languages? The first aim of this volume is to offer up-to-date answers to these questions. Its second aim is to provide readers with detailed step-by-step introductions to a variety of methodological approaches used to investigate the bilingual lexicon, from traditional neurocognitive and psycholinguistic approaches to the more recent ones that examine language use in context.
Book Synopsis Computational Modeling of Human Language Acquisition by : Afra Alishahi
Download or read book Computational Modeling of Human Language Acquisition written by Afra Alishahi and published by Springer Nature. This book was released on 2022-06-01 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human language acquisition has been studied for centuries, but using computational modeling for such studies is a relatively recent trend. However, computational approaches to language learning have become increasingly popular, mainly due to advances in developing machine learning techniques, and the availability of vast collections of experimental data on child language learning and child-adult interaction. Many of the existing computational models attempt to study the complex task of learning a language under cognitive plausibility criteria (such as memory and processing limitations that humans face), and to explain the developmental stages observed in children. By simulating the process of child language learning, computational models can show us which linguistic representations are learnable from the input that children have access to, and which mechanisms yield the same patterns of behaviour that children exhibit during this process. In doing so, computational modeling provides insight into the plausible mechanisms involved in human language acquisition, and inspires the development of better language models and techniques. This book provides an overview of the main research questions in the field of human language acquisition. It reviews the most commonly used computational frameworks, methodologies and resources for modeling child language learning, and the evaluation techniques used for assessing these computational models. The book is aimed at cognitive scientists who want to become familiar with the available computational methods for investigating problems related to human language acquisition, as well as computational linguists who are interested in applying their skills to the study of child language acquisition. Different aspects of language learning are discussed in separate chapters, including the acquisition of the individual words, the general regularities which govern word and sentence form, and the associations between form and meaning. For each of these aspects, the challenges of the task are discussed and the relevant empirical findings on children are summarized. Furthermore, the existing computational models that attempt to simulate the task under study are reviewed, and a number of case studies are presented. Table of Contents: Overview / Computational Models of Language Learning / Learning Words / Putting Words Together / Form--Meaning Associations / Final Thoughts
Book Synopsis Eye-Tracking Technology Applications in Educational Research by : Was, Christopher
Download or read book Eye-Tracking Technology Applications in Educational Research written by Was, Christopher and published by IGI Global. This book was released on 2016-09-29 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since its inception, eye-tracking technology has evolved into a critical device in psychological and sociological settings. By tracking eye movement, one can conduct lie detection, learn about neuropsychology, and measure reading response. Recently, these technologies have been implemented in Educational and School Psychology as a way to assess how students interact with content. Eye-Tracking Technology Applications in Educational Research enriches the current pool of educational research with cutting-edge applications of eye tracking in education. Seeking to advance this emergent, interdisciplinary field, this publication collects a diverse group of researchers exploring all aspects of this technology as an essential reference for educators, researchers, administrators, and advanced graduate students.
Book Synopsis Sentence Processing: A Crosslinguistic Perspective by : Dieter Hillert
Download or read book Sentence Processing: A Crosslinguistic Perspective written by Dieter Hillert and published by BRILL. This book was released on 1998-07-13 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: The innovative element of this volume is its overview of the fundamental psycholinguistic topics involved in sentence processing. While most psycholinguistic studies focus on a single language and induce a general model of universal sentence processing, this volume proposes a cross-linguistic approach. It contains two distinct features first embraced in the 18th century by brothers Freiherr Wilhelm von Humboldt and Alexander von Humboldt. First, it offers a linguistic theory that characterizes universal cognitive features of the human language processor (or the mind and its biological source), independent of a single language structure. Second, it contains a language theory which considers the diversity of linguistic structures and provides a powerful theory of language processing. Contributors cover a wide range of topics, including word recognition, fixed expressions, grammatical constraints, empty categories, and parsing. Their research involves analyses of 12 languages. This book provides an overview of central psycholinguistic topics in sentence processing; and combines deductive and inductive methods in fashioning an innovative approach. The contributors address word recognition, fixed expressions, grammatical constraints, empty categories, and parsing. Its original papers form a coherent presentation.
Book Synopsis Eye Tracking in Linguistics by : Salvatore Attardo
Download or read book Eye Tracking in Linguistics written by Salvatore Attardo and published by Bloomsbury Publishing. This book was released on 2023-02-09 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is eye tracking? Why is it important for linguistics? How can I use it in my own research project? Answering these questions and more, this book guides you through one of the most exciting and innovative research methods in the field of linguistics. Divided into three parts, the chapters first offer an historical introduction and a foundational overview to the neurology and physiology of the eye and the common measurements and tools used in eye tracking. They then provide a guide to the applications of eye tracking most pertinent to linguists (reading, the visual-world paradigm, social eye tracking, and classroom applications), followed by a step-by-step process to plan, execute, analyze and report your research project in eye tracking. The book covers topics such as reading, lexical and syntactic processing, mind wandering, second language acquisition, and AAC devices, and includes statistical tools and how to write up results. Each chapter also includes self-study questions and a range of applied case studies. Supported by a glossary of key terms, suggestions for further reading, and material to aid self-study, Eye Tracking in Linguistics is the only book you need to provide a solid foundation for your own research project.
