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© 1988

Naive Semantics for Natural Language Understanding

Book

Table of contents

  1. Front Matter
    Pages i-x
  2. Naive Semantics

    1. Front Matter
      Pages 1-1
    2. Kathleen Dahlgren
      Pages 3-43
    3. Kathleen Dahlgren
      Pages 45-63
    4. Kathleen Dahlgren
      Pages 65-77
    5. Kathleen Dahlgren
      Pages 79-101
  3. The Kind Types System

    1. Front Matter
      Pages 103-103
    2. Kathleen Dahlgren
      Pages 105-122
    3. Kathleen Dahlgren
      Pages 123-140
    4. Kathleen Dahlgren
      Pages 141-169
    5. Kathleen Dahlgren
      Pages 171-230
  4. Back Matter
    Pages 231-258

About this book

Introduction

This book introduces a theory, Naive Semantics (NS), a theory of the knowledge underlying natural language understanding. The basic assumption of NS is that knowing what a word means is not very different from knowing anything else, so that there is no difference in form of cognitive representation between lexical semantics and ency­ clopedic knowledge. NS represents word meanings as commonsense knowledge, and builds no special representation language (other than elements of first-order logic). The idea of teaching computers common­ sense knowledge originated with McCarthy and Hayes (1969), and has been extended by a number of researchers (Hobbs and Moore, 1985, Lenat et aI, 1986). Commonsense knowledge is a set of naive beliefs, at times vague and inaccurate, about the way the world is structured. Traditionally, word meanings have been viewed as criterial, as giving truth conditions for membership in the classes words name. The theory of NS, in identifying word meanings with commonsense knowledge, sees word meanings as typical descriptions of classes of objects, rather than as criterial descriptions. Therefore, reasoning with NS represen­ tations is probabilistic rather than monotonic. This book is divided into two parts. Part I elaborates the theory of Naive Semantics. Chapter 1 illustrates and justifies the theory. Chapter 2 details the representation of nouns in the theory, and Chapter 4 the verbs, originally published as "Commonsense Reasoning with Verbs" (McDowell and Dahlgren, 1987). Chapter 3 describes kind types, which are naive constraints on noun representations.

Keywords

Syntax classification cognitive psychology interaction knowledge modeling natural language ontology semantic semantics

Authors and affiliations

  1. 1.IBM CorporationLos Angeles Scientific CenterUSA

Bibliographic information

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