Foundations of Statistical Natural Language Processing

DescriptionStatistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first com...

DescriptionLearn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document cla...

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Reducere. The interdisciplinary field that deals with the computational modeling of natural language is known as computational linguistics. It studies variou...

This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural la...

Contributor(s): Author: Steven BirdAuthor: Ewan KleinAuthor: Edward LoperThis book offers a highly accessible introduction to natural language proc...

Reducere. Redescopera farmecul lecturii si alege-ti de pe elefant.ro carti in limba engleza scrise de autori consacrati. Iti punem la dispozitie sute de mii ...

A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representat...

Publisher: Manning PublicationsAuthor(s): Masatoshi HagiwaraNumber of pages: 500Publication date: 2022Dimensions: 187 x 234 x 24Cover type: Paperba...

With a machine learning approach and less focus on linguistic details, this natural language processing textbook introduces the fundamental mathema...

Reducere. Build custom NLP models in record time by adapting pre-trained machine learning models to solve specialized problems. Summary In Transfer Learning ...

Reducere. The essential concepts of PyTorch and the foundations of a solid understanding of NLP are made accessible to newcomers to the field with this handy...

Reducere. Real-world Natural Language Processing teaches you how to create practical NLP applications using Python and open source NLP libraries such as Alle...

Reducere. Computational linguistics refers to the scientific study of language from a computational perspective. It is an interdisciplinary field the makes u...

Reducere. DescriptionLeverage Natural Language Processing (NLP) in Python and learn how to set up your own robust environment for performing text analytics. ...

Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, it...

DescriptionBuild your own chatbot using Python and open source tools. This book begins with an introduction to chatbots where you will gain vital i...

DescriptionBuild machine learning models, natural language processing applications, and recommender systems with PySpark to solve various business ...

Summary Natural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ...

Reducere. Get hands-on knowledge of how BERT (Bidirectional Encoder Representations from Transformers) can be used to develop question answering (QA) systems...

NLP has exploded in popularity over the last few years. But while Google, Facebook, OpenAI, and others continue to release larger language models, ...

Provides a high-level synthesis of the main embedding techniques in NLP, in the broad sense. The book starts by explaining conventional word vector...

This first all-inclusive account of statistical signal processing for improper and noncircular complex signals provides the tools and algorithms ne...

Reducere. Natural Language Processing Crash Course for BeginnersArtificial Intelligence (AI) isn't the latest fad The reason is AI has been around since 1956...

Reducere. Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face's transfor...

920Statistical Foundations of Data Science gives a thorough introduction to commonly used statistical models, contemporary statistical machine lear...

Reducere. One-stop solution for NLP practitioners, ML developers and data scientists to build effective NLP systems that can perform real-world complicated t...

This comprehensive, accessible textbook covers the basics of signal processing, building up from fundamental principles to practical applications. ...

Reducere. Learn how to redesign NLP applications from scratch. Key Features Get familiar with the basics of any Machine Learning or Deep Learning application...

DescriptionThis book presents an innovative unified approach to the statistical foundations of entropy and the fundamentals of equilibrium statisti...

Reducere. Get well-versed with traditional as well as modern natural language processing concepts and techniquesKey Features Perform various NLP tasks to bui...

High-dimensional and nonparametric statistical models are ubiquitous in modern data science. This book develops a mathematically coherent and objec...

In this concise classic, Paul Ehrenfest ― one of the twentieth century's greatest physicists ― reformulated the foundations of the statistical appr...

Reducere. Contributor(s): Author: Daniel ShiffmanHow can we capture the unpredictable evolutionary and emergent properties of nature in software? How can und...

This book is on the underlying foundations of the processing of polymer melts, which can be derived from relatively straightforward ideas in fluid ...

While Kant's philosophy of science is a growing field of study, his Metaphysical Foundations of Natural Science has often been poorly understood. T...

DescriptionCognitive foundations of language introduces the reader to the abilities and processes in which research in Cognitive Linguistics is gro...