Thema Natürliche Sprachen und maschinelle Übersetzung

Charu C. Aggarwal
Neural Networks and Deep Learning

This book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. The theory and algorithms of neural networks are particularly import…

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Jay Alammar, Maarten Grootendorst
Hands-On Large Language Models

AI has acquired startling new language capabilities in just the past few years. Driven by rapid advances in deep learning, language AI systems are able to write and understand text better than ever before…

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Antonino Bondi, Yves-Marie Visetti, David Piotrowski
Semiotic Perception and Dynamic Forms of Meaning

What do we mean by semiotic perception? Why should the concepts of perception and expressivity be reinterpreted within the encompassing framework of a dynamic theory of semiotic fields and forms? Can we r…

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Erik Cambria
Understanding Natural Language Understanding

About half a century ago, AI pioneers like Marvin Minsky embarked on the ambitious project of emulating how the human mind encodes and decodes meaning. While today we have a better understanding of the br…

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Federica Cavicchio
Emotion Detection in Natural Language Processing

This book provides a practical guide on annotating emotions in natural language data and showcases how these annotations can improve Natural Language Processing (NLP) and Natural Language Understanding (N…

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Stephanie Diamond, Jeffrey Allan
Writing AI Prompts For Dummies

Learn the art of writing effective AI prompts and break into an exciting new career field Writing AI Prompts For Dummies gets you started on the path toward becoming an "AI psychologist" capable of gettin…

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Malthe Stavning Erslev
Bot-mimicry in Digital Literary Culture

"This Element traverses the concept and practice of bot mimicry, defined as the imitation of imitative software, specifically the practice of writing in the style of social bots. It argues that bot mimicr…

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Dieter Fensel, Umutcan Serles
An Introduction to Knowledge Graphs

This textbook introduces the theoretical foundations of technologies essential for knowledge graphs. It also covers practical examples, applications and tools. Knowledge graphs are the most recent answer …

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Inez De Florio-Hansen
KI-Tools für den Englischunterricht: Ein praxisnaher Ratgeber mit zahlreichen Unterrichtsbeispielen

Für den Englischunterricht eröffnen KI-Sprachmodelle wie ChatGPT besondere Möglichkeiten: Die Tools sind mit englischen Daten trainiert und auf Dialog ausgerichtet. Von diesen Gelegenheiten zur zielsprach…

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Michael Hagmann, Stefan Riezler
Validity, Reliability, and Significance

This book introduces empirical methods for machine learning with a special focus on applications in natural language processing (NLP) and data science. The authors present problems of validity, reliabilit…

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Yannis Haralambous
A Course in Natural Language Processing

Natural Language Processing is the branch of Artificial Intelligence involving language, be it in spoken or written modality. Teaching Natural Language Processing (NLP) is difficult because of its inheren…

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Roland Hausser
Computational Cognition

Modern science is divided into three parts: natural sciences, engineering sciences and humanities. Over the last millennia, natural and engineering sciences evolved a symbiotic relationship, but humanitie…

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Nora Hollenstein, Lisa Beinborn
Cognitive Plausibility in Natural Language Processing

This book explores the cognitive plausibility of computational language models and why it s an important factor in their development and evaluation. The authors present the idea that more can be learned a…

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Sunil Kumar
Python for Accounting and Finance

This book is a comprehensive guide to the application of Python in accounting, finance, and other business disciplines. This book is more than a Python tutorial; it is an integrative approach to using Pyt…

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Hilary Lamb, Joel Levy, Claire Quigley,
SIMPLY. Künstliche Intelligenz

KI überraschend einfach! Visueller kann Wissen nicht sein: SIMPLY Künstliche Intelligenz ist die perfekte Einführung in die Grundlagen der Artificial Intelligence - für alle, die wenig Zeit haben, abe…

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Peter Lee, Carey Goldberg, Isaac Kohane, Sébastien Bubeck
Die KI-Revolution in der Medizin

Pearson Studium - IT

Seit 2022 begeistert ChatGPT Millionen von Menschen mit seinen erstaunlichen und skurrilen Fähigkeiten. Doch die künstliche Intelligenz entwickelt sich rasant weiter: GPT-4 und seine Rivalen sind bereit, …

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Bing Liu, Sahisnu Mazumder
Lifelong and Continual Learning Dialogue Systems

This book introduces the new paradigm of lifelong and continual learning dialogue systems to endow dialogue systems with the ability to learn continually by themselves through their own self-initiated int…

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John H. Maindonald, W. John Braun, Jeffrey L. Andrews
A Practical Guide to Data Analysis Using R

Using diverse real-world examples, this text examines what models used for data analysis mean in a specific research context. What assumptions underlie analyses, and how can you check them? Building on th…

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Sofia Mogno, Massimiliano Nuccio
Mapping Digital Skills in Cultural and Creative Industries in Italy

Digital transformation has profoundly affected organizations and value chains in cultural production at the global level. The volume focuses on this change by looking at the knowledge, skills, and compete…

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Yair Neuman
AI for Understanding Context

Context is necessary for understanding human behavior. However, so far, the concept of context has mostly been treated in a way that lacks any clear relevance for using, developing and engineering intelli…

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