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Making copies: Insights from computation Greg Kobele Reduplicative Processes in Grammar Greg Kobele Making copies: Insights from computation Reduplicative Processes in Grammar / 25
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Making copies: Insights from computation

Greg Kobele

Reduplicative Processes in Grammar

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 1

/ 25

CTM

provides means of understanding copy constructions

Makes particularly salient

External syntaxdistribution in clause

Doesn’t have much to say

about internal syntax of copies, or about how copies are made

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 2

/ 25

The question

What is the internal syntax of copies?what do copies look likewhat kinds of things can be copied. . . and what kind of mechanism makes copies

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 3

/ 25

Not all formalisms can describe copying

In phonology

FSOTSPE (à la Kaplan & Kay)

In syntax

GPSGGB (à la Rogers)WG

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 4

/ 25

Copying doesn’t come for free

What mechanisms can generate copies at all?separate this question from:

hierarchies of functional projections

the ‘right’ structure

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 5

/ 25

How to tell?

wcw

{wcw : w 2 {a, b}⇤}

a sentence is in this language iff1 it has exactly one c

2 the material to the left of c is identical to the material to its right

if you cannot describe this language

you cannot describe copying

if you can describe this language

I’m interested in what you can do

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 6

/ 25

(Some) mechanisms

AdjunctionIndexed rewritingMovementCopy movement

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 7

/ 25

Adjunction

Lexicon

S

c

S

a S

S� aS

b S

S� b

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 8

/ 25

Adjunction

Lexicon

S

c

S

a S

S� aS

b S

S� b

S

c

S

a S

S� a

S

b S

S� b

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 8

/ 25

Adjunction

Lexicon

S

c

S

a S

S� aS

b S

S� b

S

a S

S

c

a

S

b S

S� b

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 8

/ 25

Adjunction

Lexicon

S

c

S

a S

S� aS

b S

S� b

S

a S

b S

S

S

c

a

b

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 8

/ 25

Indexed rewriting

Rules

S[↵] ! xS[x↵]

S[↵] ! T[↵]

T[x↵] ! T[↵]x

T[] ! c

S[]

a S[a]

b S[ba]

T[ba]

T[a]

T[]

c

a

b

Derivation

S[] ) aS[a] ) abS[ba] ) abT[ba] ) abT[a]b ) abT[]ab ) abcab

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 9

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

� :: x z ya :: ⇤ x ⇤ z A z

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

<

a :: ⇤ z A z � :: z y

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

>

� :: y <

a :: A z t

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

>

� :: y <

a :: A z t

a :: ⇤ A ⇤ y x y

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

<

a :: ⇤ y x y >

� :: y <

a :: z t

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

>

� :: <

a :: x y >

t <

a :: z t

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

>

� :: <

a :: x y >

t <

a :: z t

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

>

� :: <

a :: x y

a :: z

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

b :: ⇤ x ⇤ z B z >

� :: <

a :: x y

a :: z

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

<

b :: ⇤ z B z >

� :: <

a :: y

a :: z

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

>

<

b :: ⇤ z B z >

� :: <

a :: y t

a :: z

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

>

<

b :: B z >

� :: <

a :: y t

a ::

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

>

<

b :: B z

a :: y

a ::

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

b :: ⇤ B ⇤ y x y >

<

b :: B z

a :: y

a ::

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

<

b :: ⇤ y x y >

<

b :: z

a :: y

a ::

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

>

<

b :: x y >

<

b :: z t

a ::

a ::

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

� :: ⇤ x ⇤ z w >

<

b :: x y >

<

b :: z t

a ::

a ::

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

<

� :: ⇤ z w >

<

b :: y >

<

b :: z t

a ::

a ::

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

>

>

<

b :: t

<

� :: w >

<

b :: y t

a ::

a ::

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

<

c :: ⇤ y s >

>

<

b :: t

<

� :: >

<

b :: y t

a ::

a ::

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Movement

Lexicon

a :: ⇤ x ⇤ z A z a :: ⇤ A ⇤ y x y ✏ :: ⇤ x ⇤ z wb :: ⇤ x ⇤ z B z b :: ⇤ B ⇤ y x y c :: ⇤ w ⇤ y s

✏ :: x z y

>

>

<

b :: t

<

c :: s >

>

<

b :: t

<

� :: ta ::

a ::

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 10

/ 25

Copying

Lexicon

a :: ⇤ x x ✏ :: xb :: ⇤ x x ✏ :: ⇤ x s z

c ::⇤ s ⇤ z s

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 11

/ 25

Copying

Lexicon

a :: ⇤ x x ✏ :: xb :: ⇤ x x ✏ :: ⇤ x s z

c ::⇤ s ⇤ z s

<

c :: ⇤ z s <

� :: z <

a :: <

b :: � ::

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 11

/ 25

Copying

Lexicon

a :: ⇤ x x ✏ :: xb :: ⇤ x x ✏ :: ⇤ x s z

c ::⇤ s ⇤ z s

>

<

� :: <

a :: <

b :: � ::

<

c :: s <

� :: <

a :: <

b :: � ::

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 11

/ 25

2-MCFLwn

Different mechanisms, same patterns

TAGCCGTree-local MCTAGMCFTGLIG

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 12

/ 25

MCFLwn

Different mechanisms, same patterns

ACG(2,3)CFTG

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 13

/ 25

MCFL

Different mechanisms, same patterns

MGSet-local MCTAGACG(2,>3)MCFGSTR(CFHG)MSOT(REG)

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 14

/ 25

PMCFL

Different mechanisms, same patterns

CMGalmost-linear ACG(2,>3)PMCFG

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 15

/ 25

Take home message

Patterns are real

grammars are a mode of presentation of underlying patterns

Meaningful to ask

which patterns are instantiated in NL?

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 16

/ 25

Inclusion diagram

CFL = 1-MCFL = 1-MCFLwn

2-MCFL

1-PMCFL2-MCFLwn

3-MCFL

2-PMCFL3-MCFLwn

3-PMCFL

...

...

...

MCFL

PMCFL

MCFLwn

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 17

/ 25

Separating MCFLwn from MCFL

The copying theorem (Kanazawa & Salvati, 2010)

if L = {wcw | w 2 L0} is a MCFLwn then L0 is generable by anon-branching MCFG

Translation: only simple things (L0) can be copied

L0 cannot necessarily involve branching structures⇤give [a good book] [to a nice student]

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 18

/ 25

The first question

Question 1

Are only structurally trivial things copyable?gk conjectures: no!

A no answer means

TAG, CCG, etc are wrong

A yes answer means

Huge confirmation of a deep prediction of TAG, CCG

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 19

/ 25

Separating MCFL from PMCFL

Semilinearity

intuition: Operations add a fixed, finite amount of structural elements

Translation: copies cannot be copied

a ) aa 6) aaaa

Exponential growth is just recursive doubling

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 20

/ 25

The second question

Question 2

Can copies be made of copies (of copies . . . )?gk conjectures: yes!

A no answer means

Huge confirmation of mild-context sensitivity hypothesis

A yes answer means

Hypothesis of mild-context sensitivity (Joshi, 85) is wrong. . . and with it most restrictive grammar formalisms

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 21

/ 25

The limits of full copying

Non-semilinear patterns

must involve exact copying

Translation: recursive copying must be exact

only recursive copying is truly copyingnon-recursive copying can just as easily generate opposite

‘copies’wcw = {aca, abcab, abbcabb, . . .}

let a = b and b = a; can’t have

a ! ba ! abba ! baababba ! abbabaabbaababba

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 22

/ 25

The third question

Question 3

Can we have non-exact (i.e. structure-only) copying in recursive copyconstructions?

gk conjectures: No!

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 23

/ 25

Conclusions

There are deep and fundamental questions that we need to askabout copying

is copying always small?

is copying only of simplexes?

is copying recursive?

The answers to these will sink various approaches to grammarOnce we know what patterns there are, we can focus on comingup with an elegant description language

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 24

/ 25

Thank you

Greg Kobele Making copies: Insights from computation

Reduplicative Processes in Grammar 25

/ 25


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