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Elements in Semantics Bogserier

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  • Semantics and Deep Learning

    af Lasha Abzianidze, Lisa Bylinina, Denis Paperno ...
    Serier serie Elements in Semantics
    This Element covers the interaction of two research areas: linguistic semantics and deep learning. It focuses on three phenomena central to natural language interpretation: reasoning and inference; compositionality; extralinguistic grounding. Representation of these phenomena in recent neural models is discussed, along with the quality of these representations and ways to evaluate them (datasets, ... Læs mere

    200,44 kr.

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  • Foundations of Statistical Natural Language Processing

    af Christopher Manning, Hinrich Schutze ...
    Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as ... Læs mere

    770,11 kr.

  • Elements of Causal Inference

    Foundations and Learning Algorithms

    af Jonas Peters, Dominik Janzing, Bernhard Scholkopf ...
    Serier serie Adaptive Computation and Machine Learning series
    A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data.After explaining the ... Læs mere

    306,74 kr.

  • Of Minds and Language

    A Dialogue with Noam Chomsky in the Basque Country

    Redigeret af Massimo Piattelli-Palmarini, Juan Uriagereka, Pello Salaburu ...
    This book presents a state-of-the-art account of what we know and would like to know about language, mind, and brain. Chapters by leading researchers in linguistics, psycholinguistics, language acquisition, cognitive neuroscience, comparative cognitive psychology, and evolutionary biology are framed by an introduction and conclusion by Noam Chomsky, who places the biolinguistic enterprise in an ... Læs mere

    168,29 kr.

  • The Handbook of Computational Linguistics and Natural Language Processing

    Redigeret af Alexander Clark, Chris Fox, Shalom Lappin ...
    Serier serie Blackwell Handbooks in Linguistics
    This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP).Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forwardIncludes an introduction to the major theoretical issues in these fields, as well as the central engineering ... Læs mere

    394,99 kr.

  • Non-axiomatic Logic: A Model Of Intelligent Reasoning

    af Pei Wang ...
    This book provides a systematic and comprehensive description of Non-Axiomatic Logic, which is the result of the author's research for about three decades.Non-Axiomatic Logic is designed to provide a uniform logical foundation for Artificial Intelligence, as well as an abstract description of the “laws of thought” followed by the human mind. Different from “mathematical” logic, where the focus is ... Læs mere

    312,69 kr.

  • The Oxford Handbook of Developmental Linguistics

    Redigeret af Jeffrey Lidz, William Snyder, Joe Pater ...
    Serier serie Oxford Handbooks
    In this handbook, renowned scholars from a range of backgrounds provide a state of the art review of key developmental findings in language acquisition. The book places language acquisition phenomena in a richly linguistic and comparative context, highlighting the link between linguistic theory, language development, and theories of learning. The book is divided into six parts. Parts I and II ... Læs mere

    400,81 kr.

  • Neural Network Methods in Natural Language Processing

    af Yoav Goldberg, Graeme Hirst ...
    Serier serie Synthesis Lectures on Human Language Technologies
    Neural networks are a family of powerful machine learning models and this book focuses on their application to natural language data.The first half of the book (Parts I and II) covers the basics of supervised machine learning and feed-forward neural networks, the basics of working with machine learning over language data, and the use of vector-based rather than symbolic representations for words. ... Læs mere

    480,66 kr.

  • Statistical Machine Translation

    af Philipp Koehn ...
    The dream of automatic language translation is now closer thanks to recent advances in the techniques that underpin statistical machine translation. This class-tested textbook from an active researcher in the field, provides a clear and careful introduction to the latest methods and explains how to build machine translation systems for any two languages. It introduces the subject's building blocks ... Læs mere

    785,74 kr.

  • Statistical Relational Artificial Intelligence

    Logic, Probability, and Computation

    af Kristian Kersting, Luc De Raedt, Sriraam Natarajan, David Poole ...
    Serier serie Synthesis Lectures on Artificial Intelligence and Machine Learning
    An intelligent agent interacting with the real world will encounter individual people, courses, test results, drugs prescriptions, chairs, boxes, etc., and needs to reason about properties of these individuals and relations among them as well as cope with uncertainty. Uncertainty has been studied in probability theory and graphical models, and relations have been studied in logic, in particular in ... Læs mere

    416,92 kr.

  • Linguistics for the Age of AI

    af Marjorie Mcshane, Sergei Nirenburg ...
    A human-inspired, linguistically sophisticated model of language understanding for intelligent agent systems.One of the original goals of artificial intelligence research was to endow intelligent agents with human-level natural language capabilities. Recent AI research, however, has focused on applying statistical and machine learning approaches to big data rather than attempting to model what ... Læs mere

    463,49 kr.

  • A Theory of Syntax

    Minimal Operations and Universal Grammar

    af Norbert Hornstein ...
    Human language seems to have arisen roughly within the last 50-100,000 years. In evolutionary terms, this is the mere blink of an eye. If this is correct, then much of what we consider distinctive to language must in fact involve operations available in pre-linguistic cognitive domains. In this book Norbert Hornstein, one of the most influential linguists working on syntax, discusses a topical set ... Læs mere

    432,96 kr.