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Structure of a Lexicon

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Categorial Component: a set of rules. Lexicon: containing a list of all ... BENEFACTIVE = Entity benefitting from some action (John gave a book to Mary) 9/20/09 ... – PowerPoint PPT presentation

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Title: Structure of a Lexicon


1
Structure of a Lexicon
  • Debasri Chakrabarti

2
Overview
  • Categorial Component a set of rules.
  • Lexicon containing a list of all the words in a
    language, together with a specification of their
    idiosyncratic syntactic, semantic, phonological
    and morphological properties.
  • Lexicalization Principle attaching lexical
    items under appropriate word-level category nodes.

3
Lexical Information
  • Categorial Features
  • Subcategorization Frames
  • Selectional Restrictions
  • Thematic Roles

4
Categorial Features
  • For each item listed in the lexicon the grammar
    must specify which syntactic category it belongs
    to.
  • Lexicon should say
  • boy is a noun
  • dog can be either a noun or a verb
  • need can function as a verb, a modal, or a noun
  • Lexical entry for boy -V, N

5
Categorial Features
  • There are four major word level categories
  • Verb, Adjective, Noun and Preposition.
  • (Chomsky, Amherst Lectures, (1974))
  • These can be analyzed as complexes of two binary
    features
  • (nominal/ non-nominal)
  • (verbal/ non-verbal)

6
Categorial Features
  • These four major word-classes are broken down in
    the following way
  • Verb V, -N Noun -V, N
  • Preposition -V, -N Adjective V, N
  • Capture supercategorial generalisation, i.e.,
    generalisations which extend across more than one
    category

7
Categorial Features
  • It is necessary to posit that a given category
    may belong to different categorial subclasses.
  • Nouns
  • Proper Nouns
  • Common Nouns
  • Common Nouns
  • Count Nouns (can be used with a singular or
    plural determiner)
  • Mass Nouns
  • Lexical entry for boy -V, N, common, Count

8
Subcategorization Frame
  • Traditional grammar a given item is said to
    take a particular type of complement
  • Recent terminologies an item Subcategorizes a
    particular range of complements
  • Why subcategorization frame is needed?

9
Subcategorization Frame
S
VP
NP
I
V
NP
V
John
will
Mary
?
  1. invite, kill, hit, harm, help
  2. come, go, wait, fall

10
Subcategorization Frame
  • Subcategorization Frame does not depend on the
    meaning
  • This is a kind of idiosyncratic information
  • Example,
  • I shall await your instruction.
  • I shall wait your instruction.
  • It should be included in the lexicon

11
Intransitive Verbs
  • Intransitive verbs subcategorize zero
    complements
  • Two different devices for expressing this
  • a. come Categorial Features V, -N
  • Subcategorization Frame Ø
  • b. come Categorial Features V, -N
  • Subcategorization Frame

12
Transitive Verbs
  • Transitive verbs subcategorize complements
  • kill Categorial Features V, -N
  • Subcategorization Frame NP

13
Subcategorization Frame
  • How to specify the Subcategorization Frame for a
    verb which can occur both in transitive and
    intransitive structure?
  • John ate.
  • John ate rice.
  • eat
  • Categorial Features V, -N
  • Subcategorization Frame

14
Ditransitive verbs
  • Subset of transitive verbs
  • Takes two complements
  • Example,
  • John gave Mary a book.
  • The postman handed me a parcel.
  • give Categorial Features V, -N
  • Subcategorization Frame NP NP

15
Prepositional Complement
  • Different Verbs take different PP complement
    headed by different Prepositions
  • Example
  • I defer to/at/on/by/with your suggestion.
  • I put the book on/about/with the table.
  • I can rely on/by/to /at/with you.
  • rely Categorial Features V, -N
  • Subcategorization Frame PP(on)
    NP

16
Nouns and Adjectives
  • Nouns and Adjectives can also take PP Complements
    obligatorily
  • Example
  • His reliance on/at/to/by/with her help
  • His reliance
  • Mary is fond of/at/to/by/with John.
  • Mary is fond.
  • reliance Categorial Features -V, N
  • Subcategorization Frame
    PP(on)
  • fond Categorial Features V, N
  • Subcategorization Frame PP(of)

17
Prepositions
  • Prepositions also permit a particular range of
    categories as their complement.
  • Example
  • I havent seen him since the party.
  • I havent seen him since the party began.
  • He left during the party.
  • He left during the party was still going on.
  • since Categorial Features -V, -N
  • Subcategorization Frame
  • during Categorial Features -V, -N
  • Subcategorization Frame
    NP

18
Selectional Restrictions
  • Semantic restrictions on the choice of
    expressions within a given category which can
    occupy a given sentence position.
  • Differences between Subcategorization Frame and
    Selectional Restrictions are
  • Subcategorization Frames are syntactic in nature
  • Selectional Restrictions are purely semantic
  • Verbs do not Subcategorize their Subjects
  • Verbs impose Selectional Restrictions on their
    choice of Subject

19
Selectional Restrictions
  • murder Categorial Features V, -N
  • Subcategorization Frame
    NP
  • murdered
  • John, knife, tree, lion
  • Sam, knife, tree, lion
  • Example,
  • John murdered Sam.
  • John murdered the knife.
  • John murdered the lion.

20
Selectional Restrictions
  • John murdered the tree.
  • The knife murdered Sam.
  • The lion murdered Sam.
  • murder requires both Human Subject and Object.
  • murder
  • Categorial Features V, -N
  • Subcategorization Frame NP
  • Selectional Restrictions ltHUMAN HUMANgt

21
Thematic Roles
  • Each Argument (i.e., Subject or Complement) of a
    predicate bears a particular thematic role.
    (Gruber(1965), Fillmore(1968a) and Jackendoff
    (1972))
  • These are also known as theta-role or ?-role.
  • The number of ?-roles associated with the Theory
    of Thematic Structure varies somewhat from author
    to author.
  • There are some commonly assumed ?-roles.

22
Set of Theta Roles
  • THEME (or Patient) Entity undergoing some effect
    of an action, (Mary fall down)
  • AGENT (or Actor) Instigator of an action, (John
    killed Sam)
  • EXPERIENCER Entity experiencing some
    psychological state, (John was happy)
  • BENEFACTIVE Entity benefitting from some action
    (John gave a book to Mary)

23
Set of Theta Roles
  • INSTRUMENT Means by which something comes out
    (John killed Sam with a knife)
  • LOCATIVE Place in which something is situated
    or takes place (John put the book on the table)
  • GOAL Entity towards which something moves (John
    passed the book to Mary)
  • SOURCE Entity from which something moves (John
    took the book from the table)

24
Theta Roles
  • John gave Mary a book.
  • John bears the ?- role AGENT to the verbal
    predicate gave.
  • Mary bears the role GOAL.
  • Book bears the role THEME.
  • A variety of linguistic phenomena can be
    accounted for in a more principled way
  • Example, the verb roll can be used both in
    transitive and ergative structure
  • Ergative structure is one in which the Object of
    a given transitive verb is used intransitively as
    the Subject of the verb

25
Ergative Verbs
  • Example,
  • John rolled the ball down the hill.
  • The ball rolled down the hill.
  • In the first sentence the ball is the Object.
  • In the second sentence the ball is the Subject.
  • The ?-role is same in both the cases, i.e.,
    THEME.

26
Summarization
  • Lexicon should comprise a set of lexical
    entries-specifying idiosyncratic properties
  • Differentiate between subclasses of a category
  • Distinguish between intransitive, transitive and
    ditransitive verbs
  • Necessity of Selectional Restrictions
  • Importance of Thematic Roles

27
Suggested Readings
  • Andrew Radford, Transformational Grammar A First
    Course, Cambridge Textbooks in Linguistics, 1988.
  • Noam Chomsky, Aspects of the Theory of Syntax,
    The MIT Press, 1964.
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