Deep Learning and Linguistic Representation by Shalom Lappin
Deep Learning and Linguistic Representation looks at the application of a variety of deep learning systems to several cognitively interesting NLP tasks. It also considers the extent to which this work illuminates our understanding of the way in which humans acquire and represent linguistic knowledge.-
Machine Learning
-
Deep and Shallow
-
Data Science and Machine Learning
-
Bayesian Programming
-
Multilinear Subspace Learning
-
Regularization, Optimization, Kernels, and Support Vector Machines
-
Machine Learning, Animated
-
Statistical Reinforcement Learning
-
Sparse Modeling
-
Entropy Randomization in Machine Learning
-
Introduction to Machine Learning with Applications in Information Security
-
The Pragmatic Programmer for Machine Learning
-
A Concise Introduction to Machine Learning
-
Ensemble Methods
-
Artificial Intelligence and Causal Inference
-
Transformers for Machine Learning
-
Handbook of Natural Language Processing
-
A First Course in Machine Learning
This book is a very timely synthesis of classical linguistics that the author has worked in for several decades and the modern revolution in NLP enabled by Deep LearningIt also asks provocative foundational questions about whether traditional grammars are the most suitable representations of linguistic structure or if we need to go beyond them.
-- Devdatt Dubhashi, Professor, Chalmers University
Deep neural networks are having a tremendous impact on applied natural language processing. In this clearly written book, Shalom Lappin tackles the novel and exciting question of what are their implications for theories of language acquisition, representation and usage. This will be an enlightening reading for anybody interested in language from the perspectives of theoretical linguistics, cognitive science, AI and the philosophy of science.
-- Marco Baroni, ICREA Research Professor, Facebook AI Research Scientist
Shalom Lappin is Professor of Natural Language Processing at Queen Mary University of London, Professor of Computational Linguistics at the University of Gothenburg and Emeritus Professor of Computational Linguistics at King’s College London.
| SKU | Unavailable |
| ISBN 13 | 9780367648749 |
| ISBN 10 | 0367648741 |
| Title | Deep Learning and Linguistic Representation |
| Author | Shalom Lappin |
| Series | Chapman And Hall Crc Machine Learning And Pattern Recognition |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | Taylor & Francis Ltd |
| Year published | 2021-04-27 |
| Number of pages | 168 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |