Eye-tracking While Reading for Psycholinguistic and Computational Models of Language Comprehension
Author: Nora Hollenstein
Publisher: Frontiers Media SA
Published: 2023-12-12
Total Pages: 161
ISBN-13: 2832541011
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The On-line Study of Sentence Comprehension
Author: Manuel Carreiras
Publisher: Psychology Press
Published: 2004-09-13
Total Pages: 552
ISBN-13: 1135423938
DOWNLOAD EBOOKThis 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 ofSentence 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 the art on theoretical progress, the latest on assumptions behind the use of eye movements (reading and visual world) and ERPs methods with papers that address specific research questions. This work covers not only methodological issues but also discusses the theoretical progress in understanding language processing using temporally fine-grained methods.
Eyetracking and Applied Linguistics
Author: Silvia Hansen-Schirra
Publisher: Language Science Press
Published: 2016-11-25
Total Pages: 202
ISBN-13: 3944675983
DOWNLOAD EBOOKEyetracking 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.
Reading Comprehension Analysis and Prediction Based on EEG and Eye-Tracking Techniques
Author: Qin Li
Publisher:
Published: 2021
Total Pages: 51
ISBN-13:
DOWNLOAD EBOOKResearch in reading comprehension traditionally relied on the experimental setting of word-by-word presentation which eventually revealed many neural biomarkers as well as establishing the basis of modern reading research. Since the development of brain-computer techniques and computational methods in the past decades, it has become possible to study reading comprehension in natural settings. This study used a variety of advanced technologies to analyze a dataset collected by the ZuCo group regarding reading comprehension. With natural language processing tools, we extracted the words essential for understanding sentences, and identified eye-tracking patterns that relate to these words. Using the EEG time series and frequency series, we also looked at neural patterns associated with those words and tried to build up a statistical model and neural network model that predicted the linguistic patterns. Consequently, the study is likely to provide new insights into future cognitive linguistics and brain-computer interaction research, which may help advance reading-aid technologies.
Eye Movements and Information Processing During Reading
Author: Ralph Radach
Publisher: Psychology Press
Published: 2004
Total Pages: 368
ISBN-13: 9781841699561
DOWNLOAD EBOOKMeasurement 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.
Linguistics
Author: Ron Legarski
Publisher: SolveForce
Published: 2024-08-27
Total Pages: 2203
ISBN-13:
DOWNLOAD EBOOKLinguistics: The Study of Language is an insightful exploration into the world of language and its intricate structure. This book offers a comprehensive guide through the various branches of linguistics, providing readers with an in-depth understanding of how language is formed, used, and evolves over time. From the basics of phonetics and phonology to the complexities of syntax and semantics, this book covers every aspect of language study. It delves into the cognitive processes behind language acquisition, the social factors influencing language use, and the neural mechanisms that enable language processing in the brain. Each chapter is meticulously structured to guide the reader through the foundational concepts and advanced topics, making it an essential resource for both beginners and seasoned linguists. The book also touches on the practical applications of linguistics in the real world, including language teaching, translation, computational linguistics, and forensic analysis. By examining the role of language in society and the impact of technology on communication, this book equips readers with the knowledge to understand the ever-evolving nature of human language. Whether you’re a student of linguistics, a language enthusiast, or someone interested in understanding the nuances of human communication, Linguistics: The Study of Language provides a clear and engaging overview of one of humanity’s most fundamental tools.
The On-line Study of Sentence Comprehension
Author: Manuel Carreiras
Publisher:
Published: 2004
Total Pages: 399
ISBN-13: 9780203622254
DOWNLOAD EBOOKThis 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.
Eye-Tracking
Author: Kathy Conklin
Publisher: Cambridge University Press
Published: 2018-03-15
Total Pages: 247
ISBN-13: 1108244084
DOWNLOAD EBOOKEye-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.
The Handbook of Computational Linguistics and Natural Language Processing
Author: Alexander Clark
Publisher: John Wiley & Sons
Published: 2013-04-24
Total Pages: 802
ISBN-13: 1118448677
DOWNLOAD EBOOKThis 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
Computational Modeling of Human Language Acquisition
Author: Afra Alishahi
Publisher: Springer Nature
Published: 2022-06-01
Total Pages: 94
ISBN-13: 3031021401
DOWNLOAD EBOOKHuman 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
