Computational Linguistics and Artificial Intelligence
A Survey of Low-Resource Language Processing, AI Ethics in NLP, and Neural Network Transparency Regarding Language Evolution AI
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Daniel Dinkelman
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This book offers a comprehensive exploration of the intersection between artificial intelligence (AI), natural language processing (NLP), and computational linguistics, providing an in-depth analysis of their impact across various domains. It gets into the challenges of developing NLP tools for low-resource languages, emphasizing the need for linguistic diversity in the digital age. Ethical considerations in AI language models are scrutinized, highlighting the importance of responsible AI development. The book also addresses the interpretability of neural networks in linguistics, making complex AI decisions in language processing accessible and understandable.
Significant emphasis is placed on using AI to model and predict patterns in language evolution, alongside exploring the complexities of cross-cultural NLP challenges. The preservation of indigenous languages through AI, support for dyslexic individuals using NLP tools, and the detection of semantic changes in language with AI are thoroughly examined. Additionally, the book investigates the use of AI in forensic linguistics, emotion detection in text, and historical language analysis, providing novel insights into these areas.
AI's role in identifying biases in language models, interpreting non-verbal communication, and reconstructing ancient or extinct languages is discussed. The book concludes by considering AI's broader societal impacts, including its application in emergency response, cultural heritage preservation, and automated journalism, making it a great resource for researchers, practitioners, and students in AI and linguistics.
This book is part of Daniel Dinkelman's Linguistics series.
Thank you for your attention to this series; researching and writing these books is a full-time job.
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FORENSIC LINGUISTICS --- Decode the mysteries of language and the law with this definitive guide to the intersection of linguistics and forensic science. This book explores how linguistic principles and methodologies are applied to legal contexts, revealing the complexities of legal language and communication. Here are the key areas covered: Authorship Attribution in Legal Contexts - Methods for identifying authors of disputed texts. - Use of stylistic and linguistic features in forensic investigations. Forensic Phonetics in Speaker Identification - Analysis of acoustic features and speech ...
De: Daniel Dinkelman
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Psycholinguistics and Neurolinguistics
- A Survey on the Neural Basis of Language Acquisition - Studies on Atypical Neurodevelopment, Neuroimaging, and Neurocognitive Aspects of Modern Linguistics
- De: Daniel Dinkelman
- Narrado por: Virtual Voice
- Duración: 10 h y 3 m
- Versión completa
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General0 out of 5 stars 0
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Narración:0 out of 5 stars 0
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Historia0 out of 5 stars 0
PSYCHOLINGUISTICS AND NEUROLINGUISTICS --- Decode the secrets of language and the brain with this guide to the cognitive and neural mechanisms of human communication. This book provides a great exploration of the cognitive and neural mechanisms at the foundations of language processing, acquisition, and evolution. Integrating insights from psychology, neuroscience, and linguistic theory, it illuminates the complexities of human language. Here are the key areas covered: Neural Basis of Language Acquisition - Examines critical periods and brain adaptability in learning new languages. - ...
De: Daniel Dinkelman
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AI MINDSHIFT
- Unleash the Power of AI, Avoid the Pitfalls, and Keep the Human Experience
- De: Ford Saeks
- Narrado por: Virtual Voice
- Duración: 3 h y 41 m
- Versión completa
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General0 out of 5 stars 0
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Historia0 out of 5 stars 0
AI MINDSHIFT: Unlock the Power of AI Without Losing Your Human Touch – A Strategic Guide to Future-Proofing Your Business with Innovation, Insight, and Authenticity In the rapidly evolving world of AI, how do you stay ahead of the curve without losing what makes your business uniquely human? AI MINDSHIFT by Ford Saeks is your essential guide to navigating the complex landscape of artificial intelligence, offering practical and strategic insights that will help you unlock the power of AI—while avoiding its pitfalls. Whether you’re a business leader, entrepreneur, or manager, this book ...
De: Ford Saeks
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An Introduction to Information Theory
- Symbols, Signals and Noise
- De: John R. Pierce
- Narrado por: Kyle Tait
- Duración: 10 h y 12 m
- Versión completa
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General4 out of 5 stars 56
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Narración:4 out of 5 stars 48
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Historia4 out of 5 stars 48
Behind the familiar surfaces of the telephone, radio, and television lies a sophisticated and intriguing body of knowledge known as information theory. This is the theory that has permitted the rapid development of all sorts of communication, from color television to the clear transmission of photographs from the vicinity of Jupiter. Even more revolutionary progress is expected in the future.
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3 out of 5 stars
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Not bad, but...
- De Jane Doe en 06-26-20
De: John R. Pierce
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The Deep Learning Revolution
- De: Terrence J. Sejnowski
- Narrado por: Shawn Compton
- Duración: 8 h y 5 m
- Versión completa
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General4.5 out of 5 stars 435
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Narración:4.5 out of 5 stars 367
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Historia4.5 out of 5 stars 366
The deep-learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormous profits from automated trading on the New York Stock Exchange. Deep-learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy.
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5 out of 5 stars
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Probably the best audio book available on Deep Learning
- De Charlie en 03-01-19