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CS460/626 : Natural Language

Processing/Speech, NLP and the Web

(Lecture 35– X-bar theory)

Pushpak Bhattacharyya CSE Dept.,

IIT Bombay 5

th

April, 2012

(main text: Syntax by Adrew Carnie, Blackwell

Publication, 2002)

(2)

How deep should a tree be?

Is there a principle in branching

When should the constituent give rise to children?

to children?

What is the hierarchy building principle?

(3)

Deeper trees needed for capturing sentence structure

NP

PP AP

The

This wont do!

Flat structure!

PP

big of poems

with the blue cover

[The big book of poems with the Blue cover] is on the table.

book

(4)

Other languages

NP

PP AP

The

English

PP

big of poems

with the blue cover

[niil jilda vaalii kavita kii kitaab]

book NP

AP PP

niil jilda vaalii kavita kii

kitaab badii

Hindi PP

(5)

Other languages: contd

NP

PP AP

The

English

PP

big of poems

with the blue cover

[niil malaat deovaa kavitar bai ti]

book NP

AP PP

niil malaat deovaa kavitar bai

motaa

Bengali

PP ti

(6)

PPs are at the same level: flat with respect to the head word “book”

NP

PP AP

The

No distinction in terms of dominance or c-command

PP

big of poems

with the blue cover

[The big book of poems with the Blue cover] is on the table.

book

(7)

“Constituency test of Replacement” runs into problems

One-replacement:

I bought the big [book of poems with the blue cover] not the small [one]

blue cover] not the small [one]

One-replacement targets book of poems with the blue cover

Another one-replacement:

I bought the big [book of poems] with the blue cover not the small [one] with the red cover

One-replacement targets book of poems

(8)

More deeply embedded structure

NP

The AP

N’1

N’2

PP big

of poems

with the blue cover N

book

N’3 PP

(9)

To target N 1

I want [ NP this [ N’ big book of poems with

the red cover] and not [ N that [ N one]]

(10)

Bar-level projections

Add intermediate structures

NP (D) N’

N’ (AP) N’ | N’ (PP) | N (PP)

() indicates optionality

() indicates optionality

(11)

New rules produce this tree

NP

The AP

N’1

N’2

N-bar

PP big

of poems

with the blue cover N

book

N’3 PP

(12)

As opposed to this tree

NP

PP AP

The

PP

big of poems

with the blue cover book

(13)

V-bar

What is the element in verbs

corresponding to one-replacement for nouns

nouns

do-so or did-so

(14)

As opposed to this tree

NP

PP AP

The

PP

big of poems

with the blue cover book

(15)

I [eat beans with a fork]

VP

eat

PP

NP beans

with a fork

No constituent that groups together V and NP and excludes PP

(16)

Need for intermediate constituents

I [eat beans] with a fork but Ram [does so] with a spoon

VP

V1’ V2

NP

beans eat

with a fork PP V

VPV’

V’ V’ (PP) V’ V (NP)

(17)

How to target V 1

I [eat beans with a fork], and Ram [does so] too.

VP

V1’ V2

NP

beans eat

with a fork PP V

VPV’

V’ V’ (PP) V’ V (NP)

(18)

Case of conjunction

V3’ PP

VP V1

V ’ V2

V3

NP

beans eat

In the afternoon V

V4

NP

coffee drink

V Conj and

(19)

A-bar: adjectives

AP

A1’ AP

A2’ AP A’

A’ (AP) A’

A’ A (PP)

A3

A4

blue Very

bright

A5

A6

green Conj

and

AP AP

dull

(20)

So-replacement for adjectives

Ram is very serious about studies , but

less so than Shyam

(21)

P-bar: prepositions

AP

A1’ AP

P1’ PP P’

P’ P’ (PP) P’ P (NP)

PP P2

NP

the table right

off

P3

NP

the trash Conj

and

P P

into

(22)

So-replacement for Prepositions

Ram is utterly in debt, but Shyam is

only partly so.

(23)

Complements and Adjuncts or

Arguments and Adjuncts

(24)

Rules in bar notation: Noun

NP (D) N’

N’ (AP) N’

N’ N’ (PP)

N’ N’ (PP)

N’ N (PP)

(25)

Rules in bar notation: Verb

VP V’

V’ V’ (PP)

V’ V (NP)

V’ V (NP)

(26)

Rules in bar notation:

Adjective

AP A’

A’ (AP) A’

A’ A (PP)

A’ A (PP)

(27)

Rules in bar notation:

Preposition

PP P’

P’ P’ (PP)

P’ P (NP)

P’ P (NP)

(28)

Introducing the “X factor”

Let X stand for any category N, V, A, P

Let XP stand for NP, VP, AP and PP

Let X’ stand for N’, V’, A’ and P’

Let X’ stand for N’, V’, A’ and P’

(29)

XP to X’

Collect the first level rules

NP (D) N’

VP V’

VP V’

AP A’

PP P’

And produce

XP (YP) X’

(30)

X’ to X’

Collect the 2 nd level rules

N’ (AP) N’ or N’ (PP)

V’ V’ (PP)

V’ V’ (PP)

A’ (AP) A’

P’ P’ (PP)

And produce

X’ (ZP) X’ or X (ZP)

(31)

X’ to X

Collect the 3 rd level rules

N’ N (PP)

V’ V (NP)

V’ V (NP)

A’ A (PP)

P’ P (NP)

And produce

X’ X (WP)

(32)

Basic observations about X and X’

X’ X (WP)

X’ X’ (ZP)

X is called Head

X is called Head

Phrases must have Heads:

Headedness property

Category of XP and X must match:

Endocentricity

(33)

Basic observations about X and X’

X’ X (WP)

X’ X’ (ZP)

Sisters of X are complements

Sisters of X are complements

Roughly correspond to objects

Sisters of X’ are Adjuncts

PPs and Adjectives are typical adjuncts

We have adjunct rules and complement

rules

(34)

Structural difference between complements and adjuncts

X’

ZP XP

X’

WP

Complement X

Adjunct

(35)

Complements and Adjuncts in NPs

N’

ZP NP

N’

PP

of poems N

with red cover

book

(36)

Any number of Adjuncts

N’

ZP N’

NP

from Oxford Press N’

PP

of poems N

with red cover

book

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