Language, Cognition, and Computational Models: Studies in Natural Language Processing
Editat de Thierry Poibeau, Aline Villavicencioen Limba Engleză Hardback – 24 ian 2018
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Specificații
ISBN-13: 9781107162228
ISBN-10: 110716222X
Pagini: 336
Dimensiuni: 158 x 235 x 25 mm
Greutate: 0.59 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Seria Studies in Natural Language Processing
Locul publicării:New York, United States
ISBN-10: 110716222X
Pagini: 336
Dimensiuni: 158 x 235 x 25 mm
Greutate: 0.59 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Seria Studies in Natural Language Processing
Locul publicării:New York, United States
Cuprins
Part I. About This Book: 1. Introduction T. Poibeau and A. Villavicencio; Part II. Models of Neural and Cognitive Processing: 2. Light-and-deep parsing P. Blache; 3. Decoding language from brain B. Murphy, A. Fyshe and L. Wehbe; 4. Graph theory applied to speech N. B. Mota, M. Copelli and S. Ribeiro; Part III. Data-Driven Models: 5. Putting linguistics back into computational linguistics M. Kay; 6. A distributional model of verb-specific semantic roles inferences G. E. Lebani and A. Lenci; 7. Native language identification on EFCAMDAT X. Jiang, Y. Huang, Y. Guo, J. Geertzen, T. Alexopoulou, L. Sun, A. Korhonen; 8. Evaluating language acquisition models L. Pearl and L. Phillips; Part IV. Social and Language Evolution: 9. Social evolution of public languages A. Reboul; 10. Genetic biases in language R. Janssen and D. Dediu; 11. Transparency versus processing efficiency R. van Trijp.
Recenzii
'The deepest questions about language will be solved through cooperation across disciplinary boundaries. Insights from neuroscience, psychology, linguistics, and social science only offer partial explanations. Computer modeling provides an ideal methodology to integrate these diverse insights and put them to the test on real data. This broad collection of papers from leading research groups, contextualised by Thierry Poibeau and Aline Villavicencio, will inspire everyone interested in the cognitive aspects of language processing.' Walter Daelemans, Universiteit Antwerpen
'Although Natural Language Processing could be considered an area of Cognitive Science, the two fields have tended to go their own way as they matured. Yet the interaction between the two areas can be fruitful. Poibeau and Villavicencio have to be credited for playing an important role in keeping the connection between the two fields alive. The well-chosen and insightful papers in this book provide a great illustration of how the interaction between the two fields can lead to progress in a number of areas from language acquisition to parsing to the diagnosis of cognitive deficits, to the new area of using language models to gain insights about how the brain encodes semantics, and vice versa.' Massimo Poesio, Queen Mary University of London
'This volume brings a uniquely interdisciplinary approach to its subjects … All of the essays present new and emerging research in neuroscience and language. While the materials covered are advanced for most undergraduates, this volume would make a valuable resource for researchers in the field and a helpful guide to graduate students on subjects for further research. An excellent addition to collections where natural language processing and cognitive science are studied. Summing Up: Recommended.' R. Bharath, Choice
'Although Natural Language Processing could be considered an area of Cognitive Science, the two fields have tended to go their own way as they matured. Yet the interaction between the two areas can be fruitful. Poibeau and Villavicencio have to be credited for playing an important role in keeping the connection between the two fields alive. The well-chosen and insightful papers in this book provide a great illustration of how the interaction between the two fields can lead to progress in a number of areas from language acquisition to parsing to the diagnosis of cognitive deficits, to the new area of using language models to gain insights about how the brain encodes semantics, and vice versa.' Massimo Poesio, Queen Mary University of London
'This volume brings a uniquely interdisciplinary approach to its subjects … All of the essays present new and emerging research in neuroscience and language. While the materials covered are advanced for most undergraduates, this volume would make a valuable resource for researchers in the field and a helpful guide to graduate students on subjects for further research. An excellent addition to collections where natural language processing and cognitive science are studied. Summing Up: Recommended.' R. Bharath, Choice
Descriere
This book uses recent computational models to explore issues related to language and cognition.