ThePsycholinguiscsofEllipsis - Linguistics at...

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The Psycholinguis/cs of Ellipsis Colin Phillips & Dan Parker Department of Linguis/cs Neuroscience & Cogni/ve Science Program University of Maryland languagescience.umd.edu

Transcript of ThePsycholinguiscsofEllipsis - Linguistics at...

The  Psycholinguis/cs  of  Ellipsis  

Colin  Phillips  &  Dan  Parker  

Department  of  Linguis/cs  Neuroscience  &  Cogni/ve  Science  Program  

University  of  Maryland  

languagescience.umd.edu  

Overview  

•  Gramma/cal  alterna/ves  

•  Experimental  inves/ga/ons  of  ellipsis:  3  leading  themes  

•  Spoiler:  these  themes  don’t  resolve  today’s  debate  •  Theme  #1:  mismatching  antecedents  

•  Interlude:  theories  and  experiments  on  wh-­‐movement  and  anaphora  

•  Theme  #2:  accessing  informa/on  about  antecedents  

•  Theme  #3:  does  size  maQer  (or  distance)?  

Slides  available  at  hQp://www.ling.umd.edu/colin,  under  downloadable  papers  

A.  Nature  of  antecedent  

seman/c/  discourse  

syntac/c  (roughly)  

B.  Content  of  ellipsis  site  

pointer/  anaphor  

detailed  structure  

C.  Deriva7onal  status  of  structure  at  ellipsis  site  

only  pre  spell-­‐out   only  post  

spell-­‐out  

throughout  

Bal/n   Merchant  Li  

Dalrymple  et  al.  1991  Hardt  1993,  etc.  

Alterna7ves  

Many!  

Sag  1976,  Williams  1977,  Fiengo  &  May  1994,  etc.  

Experiments  on  Ellipsis:  Three  Themes  

1.   Mismatching  antecedents  

What  to  make  of  mismatches  between  antecedent  and  ellipsis  site  e.g.,  Seeing  the  comet  was  nearly  impossible,  but  John  did  __.  

2.  Accessing  informa/on  about  antecedents  

3.  Does  size  (or  distance)  maQer?  

A.  Nature  of  antecedent  

seman/c/  discourse  

syntac/c  (roughly)  

B.  Content  of  ellipsis  site  

pointer/  anaphor  

detailed  structure  

C.  Deriva7onal  status  of  structure  at  ellipsis  site  

only  pre  spell-­‐out   only  post  

spell-­‐out  

throughout  

Bal/n   Merchant  Li  

Dalrymple  et  al.  1991  Hardt  1993,  etc.  

Alterna7ves  

Mismatch  Studies  

Mostly  acceptability  ra/ngs  Exploring  gramma/cal  status  

 of  mismatches  

e.g.,  Arregui,  Cliaon,  Frazier,  &  Moulton,  2006;  Kim,  Kobele,  Runner,  &  Hale,  2010  

Consistent judgments/RTs Interesting stories Early days in testing what’s inside/outside grammar

Experiments  on  Ellipsis:  Three  Themes  

1.  Mismatching  antecedents  

What  to  make  of  mismatches  between  antecedent  and  ellipsis  site  e.g.,  Seeing  the  comet  was  nearly  impossible,  but  John  did  __.  

2.   Accessing  informa7on  about  antecedents  

Does  processing  of  the  ellipsis  site  involve  accessing  words  from  the  antecedent  (seman/cs  or  phonology)?  Are  binding  rela/ons  between  elided  and  non-­‐elided  material  rapidly  computed?  

3.  Does  size  (or  distance)  maQer?  

A.  Nature  of  antecedent  

seman/c/  discourse  

syntac/c  (roughly)  

B.  Content  of  ellipsis  site  

pointer/  anaphor  

detailed  structure  

C.  Deriva7onal  status  of  structure  at  ellipsis  site  

only  pre  spell-­‐out   only  post  

spell-­‐out  

throughout  

Bal/n   Merchant  Li  

Dalrymple  et  al.  1991  Hardt  1993,  etc.  

Alterna7ves  

Accessing  Antec.  Features  

Cross-­‐modal  lexical  decision  Visual  world  eye-­‐tracking  Self-­‐paced  reading,  etc.  

e.g.,  Shapiro  &  Hestvik  1995;    Snider  &  Runner  2010;  Yoshida,  Dickey,  &  Sturt,  2011;  Kaan,  Wijnen,  &  Swaab,  2004  

Various interesting effects Shows rapid access to antecedent … but does this show what’s in ellipsis site?

Experiments  on  Ellipsis:  Three  Themes  

1.  Mismatching  antecedents  

What  to  make  of  mismatches  between  antecedent  and  ellipsis  site  e.g.,  Seeing  the  comet  was  nearly  impossible,  but  John  did  __.  

2.  Accessing  informa/on  about  antecedents  

Does  processing  of  the  ellipsis  site  involve  accessing  words  from  the  antecedent  (seman/cs  or  phonology)?  Are  binding  rela/ons  between  elided  and  non-­‐elided  material  rapidly  computed?  

3.   Does  size  (or  distance)  maEer?  

Does  resolu/on  of  ellipsis  become  slower/harder  for  larger/distant  antecedents?  

A.  Nature  of  antecedent  

seman/c/  discourse  

syntac/c  (roughly)  

B.  Content  of  ellipsis  site  

pointer/  anaphor  

detailed  structure  

C.  Deriva7onal  status  of  structure  at  ellipsis  site  

only  pre  spell-­‐out   only  post  

spell-­‐out  

throughout  

Bal/n   Merchant  Li  

Dalrymple  et  al.  1991  Hardt  1993,  etc.  

Alterna7ves  

Size/Distance  Studies  

“Got  it”  seman/c  judgments  Self-­‐paced  reading  Speed-­‐accuracy  tradeoff  (SAT)  

e.g.,  Murphy  1985;  Frazier  &  Cliaon  2001;  Mar/n  &  McElree  2008  

A number of studies, and emerging consensus that size does not matter (different morals drawn) … but are the finings conclusive?

A.  Nature  of  antecedent  

seman/c/  discourse  

syntac/c  (roughly)  

B.  Content  of  ellipsis  site  

pointer/  anaphor  

detailed  structure  

C.  Deriva7onal  status  of  structure  at  ellipsis  site  

only  pre  spell-­‐out   only  post  

spell-­‐out  

throughout  

Bal/n   Merchant  Li  

Dalrymple  et  al.  1991  Hardt  1993,  etc.  

Alterna7ves  

C.  Deriva7onal  status  of  structure  at  ellipsis  site  

only  pre  spell-­‐out   only  post  

spell-­‐out  

throughout  

Bal/n   Merchant  Li  

They  agree:  detailed  structural  representa/on  in  ellipsis  site  

They  disagree:  deriva/onal  “/ming”  

They  don’t  tell  us:  how  their  deriva/ons  relate  to  real-­‐/me  mechanisms  

So  we’ll  make  something  up  for  them  …  

A.  Very  liQle  rela/on  (cf.  Townsend  &  Bever,  2001)    no  predic/ons  

B.  Real-­‐/me  mechanism  incrementally  builds  a  representa/on  that  includes  sound  (PF),  meaning  (LF),  plus  media/ng  structure    iden/cal  predic/ons  Any  evidence  of  building  structure  at  ellipsis  site  fits  all  3  proposals  

Moral For psycholinguists to help with your grammatical disputes, it helps to come clean about your mentalistic commitments

(for menu of options, cf. Phillips & Lewis 2010)

Theme  #1:  Mismatches  

“This  informa/on  could  have  been  released  by  Gorbachev,  but  he  chose  not  to  ___.”  

aQributed  to  Daniel  Schorr,  NPR  cited  in  Hardt  1993  

release this information

Theme  #1:  Mismatches  •  ‘Acceptability  cline’  across  various  forms  of  antecedent-­‐ellipsis  mismatches  

(Arregui,  Cliaon,  Frazier,  &  Moulton  2006;  Kim,  Kobele,  Runner,  &  Hale  2010)  

•  Various  judgment  studies  fine-­‐tune  generaliza/ons  Appeal  to  parser  proper/es  to  account  for  mismatches  

•  Ac7ve-­‐Passive  >  Passive-­‐Ac7ve  a.  The  advisor  praised  the  student,  and  the  old  school-­‐master  was.  b.  The  student  was  praised  by  the  old  school-­‐master,  and  the                                    advisor  did  too.  

Verbal  Gerunds  >  Nominal  Gerunds  a.  Singing  the  arias  tomorrow  night  will  be  difficult,  but  Maria  will.  b.  Tomorrow  night’s  singing  of  the  arias  will  be  difficult,  but  Maria  will.  

Category  N-­‐VP  >  Adj-­‐VP  a.  The  cri/cism  of  Roy  was  harsh,  but  Kate  didn’t.  b.  The  report  was  cri/cal  of  Roy,  but  Kate  didn’t.  

Theme  #1:  Mismatches  

Arregui,  Cliaon,  Frazier,  &  Moulton  2006  

•  VPE  requires  syntac/c  iden/ty  …  standard  no/on  

•  VPE  mismatches  are  ungramma/cal  

•  Par/al  acceptability  reflects  repair  

•  VP-­‐repair  (‘recycling’)  

–  Transform  mismatching  antecedent  

–  Rules  guide  repair  process  

–  Cline  reflects  amount  of  repair  work  

Kim,  Kobele,  Runner,  &  Hale  2010  

•  VPE  requires  syntac/c  iden/ty  …  in  a  novel  gram.  analysis  

•  VPE  mismatches  are  gramma/cal  

•  Par/al  acceptability  reflects  search  

•  Search  heuris/cs  

–  Search  for  matching  antecedent  

–  Constraints  guide  search  for  matching  antecedent  

–  Cline  reflects  amount  of  search  work  

Interlude  

Experimental  findings  in  other  theore/cally  conten/ous  domains  

Competing accounts of ellipsis

He  ate  something  but  I  don’t  know  what  he  ate  __.  

He  ate  something  but  I  don’t  know  what.   No/minimal null structure ���Anaphor/‘pointer’ account

Null structure at foot of dep. ���All of today’s speakers

Competing accounts of wh-dependencies

What  do  Englishmen  cook  gap/trace/copy  

What  do  Englishmen  cook  Direct Association ���HPSG/GPSG ���Categorial Grammar���Dependency Grammar���etc.

Null structure at foot of dep. ���Transformational Grammar���(--> Projection Principle)

Competing accounts of anaphora

John  thinks  that  Mary  hates  him.  Standard view ���Anaphor points to content elsewhere in syntax/discourse

Pronominalization (Postal)���Movement theory of control/reflexives (Hornstein et al.)

John  thinks  that  Mary  hates  him  John.  

Experiments  as  Theory  Arbitrators  

Many  of  the  themes  raised  in  experiments  on  ellipsis  have  been  inves/gated  in  experiments  on  wh-­‐dependencies  and  anaphora.    

Wh-­‐dependencies:  much  discussion  of  whether  expt.  findings  are  decisive  regarding  gaps/traces  vs.  direct  associa/on.  

Conclusion:  the  /ming  evidence  probably  isn’t  decisive  (yet).    Gibson  &  Hickok  1993;  Phillips  &  Wagers  2007;  Kempen,  LSA  2011  

So  it’s  interes/ng  to  see  parallel  arguments  being  presented  as  theore/cally  decisive  in  the  case  of  ellipsis.  

Anaphora:  nobody  thinks  they’re  tes/ng  pronominaliza/on  etc.  

Cross-­‐modal  Priming  

The  policeman  saw  the  boy  that  the  crowd  at  the  party  accused  __  of  the  crime.  

Seman7c  Associate  Priming  Swinney,  Ford,  Frauenfelder,  &  Bresnan  1988;  Nicol  &  Swinney  1989;  McKoon,  Ratcliff  &  Ward  1994;  Nicol,  Fodor,  &  Swinney  1994  

The  man  was  surprised  at  which  beer/wine  the  judges  awarded  the  first  prize  to  __.  

fear

girl

group

Rhyme  Priming  Tanenhaus,  Carlson,  &  Seidenberg  1985  

Eye-­‐fixa7ons  in  visual  world  

Verb  Onset  

WH  

YN  

400  ms  

Fixa/ons  on  picture  of  cake  

1. eat

2. wash

Q:  Can  you  tell  me…  

Wh:  …  what  Emily  was  ea/ng  the  cake  with  ___  ?  

YN:    …  if  Emily  was  ea/ng  the  cake  with  the  fork?  

Omaki,  Trock,  Wagers,  Lidz  &  Phillips,  2009  

Pronouns  &  Lexical  Proper/es  

•  In  pronoun  genera/on  (produc/on)  phonological  proper/es  of  the  antecedent  are  accessed    

                   (SchmiQ,  Meyer,  &  Levelt  1999)  

•  In  pronoun  comprehension,  effects  of  lexical  frequency  of  the  antecedent  

       (van  Gompel  &  Majid  2004;  Lago,  Chow,  &  Phillips  in  prep.)  

•  These  effects  show  how  antecedents  are  accessed  

Few  would  consider  them  as  evidence  for  Postal-­‐style  pronominalizaBon  

Point  of  the  Interlude  …  

•  In  wh-­‐dependencies  and  anaphora,  many  interes/ng  experiments  show  how  antecedent  informa/on  is  accessed,  and  when.  

This  is  all  very  useful  for  building  an  account  of  real-­‐/me  computa/on.  

•  But  evidence  on  access  to  antecedent  proper/es  does  not  show  whether  there’s  unpronounced  structure  at  the  foot  of  the  dependency  

For  any  argument  for  full  structure  at  an  ellipsis  site,  ask  this  ques/on:    

Would  the  same  argument  convince  us  of  the  need  for  (i)  traces/gaps  for  wh-­‐movement,  or  (ii)  a  transformaBonal  analysis  of  anaphora?  

Theme  #2  

Accessing  Antecedents  

Accessing  Words  in  Antecedent  

Cross-­‐modal  lexical  decision  shows  seman/c  priming  of  noun  inside  antecedent  (Shapiro,  Hestvik,  Lesan,  &  Garcia,  2003)  

The  old  professor  [VP  loved  the  ocean],  and  the  teenager  […]  did  __  too  …  

 Syntac/cally-­‐defined  antecedent  accessed  at  ellipsis  site.  

PACIFIC  

TEACHER  

Accessing  Antecedent  Proper7es  

Snider  &  Runner,  AMLaP  2010  (&  Sat.  10:30am)  

The  customer  dropped  the  lock,  and  the  manager  did  too.  

The  security  guard  opened  the  lock,  and  the  night  manager  did  too.  

Experiment  1:  seman7c  associates  

Experiment  2:  phonological  associates  

lock

key

log

lock

“Only  if  syntac/c  structure  is  present  in  ellipsis  site  should  phonological  informa/on  be  reac/vated.”  

These arguments for syntactic structure in ellipsis parallel earlier findings on wh-dependencies and pronoun processing.

Fast  Use  of  Syntac/c  Constraints  •  Rapid  building  of  binding  rela/ons  in  sluicing  (Yoshida,  Dickey,  &  Sturt  2011)  

Jane’s  {grandfather|grandmother}  told  some  stories  at  the  family  reunion,  but  we  couldn’t  remember  which  story  about  himself  …  [sentence  con/nues]  

Gender  mismatch  effect  at  reflexive  when  sluicing  is  a  viable  op/on  (No  corresponding  effect  at  reflexive  when  pied-­‐piped  wh-­‐PP  blocks  sluicing)  

•  Rapid  sensi/vity  to  islands  in  sluicing  vs.  sprou/ng  (Yoshida  et  al.  2010)  

Nick’s  father  was  startled  …    because  he  smoked  secretly  in  the  garden                  because  he  smoked  something  in  the  garden  …  but  it  wasn’t  clear  what  …  

Evidence  of  immediate  sensi/vity  to  islands  for  sprou/ng  vs.  sluicing  

•  Clever  contrasts  –  but  they  mo/vate  structure  at  ellipsis  site  to  the  same  extent  that  connec/vity  effects  in  wh-­‐movement  mo/vate  traces.  

Fast  resolu/on  of  gapping  

•  ERPs  suggest  rapid  detec/on  of  implausibility  in  gapped  sentences  (Kaan,  Wijnen,  &  Swaab  2004)  

Ron  took            the  planks  for  the  bookcase,  and  Bill  __  the  hammer  …  Ron  sanded  the  planks  for  the  bookcase,  and  Bill  __  the  hammer  …  

N400  to  implausible  verb-­‐noun  combina/on  

“the  sentence  processor  […]  reconstructs  the  verb  informa/on  at  the  earliest  possible  occasion”  (p.  584)  

Any  mechanism  that  gets  the  meaning  can  capture  this.  

Theme  #3:  Does  size  maQer?  

•  “The  canonical  interpreta/on  of  a  literal  copy  mechanism  is  that  copying  more  informa/on  should  take  more  /me.  One  could  simply  assert  that  ‘copying’  does  not  require  /me,  but  we  suggest  that  in  that  case,  the  no/on  ‘copy’  is  no  longer  explanatory.”  (Mar/n  &  McElree  2008,  p.  894)  

•  A  number  of  studies  have  tested  whether  size/complexity  affects  the  /me  needed  for  ellipsis  resolu/on.  

Mixed  results.  But  most  currently  assume  that  the  evidence  shows  no  size  cost.  

•  Size  effect  ≠  copy  mechanism  No  size  effect  =  no  copy  mechanism  

Reason:  merely  accessing  a  complex  antecedent  could  take  a  while  

Yes  –  size  maQers!  •  Shorter  antecedents  yield  shorter  response  /mes  in  an  end-­‐of-­‐sentence  “got  

it”  task  (Murphy  1985)  

     Short  Antecedent:  Jimmy  swept  the  /le  floor  behind  the  chair  

           Long  Antecedent  :  Jimmy  swept  the  /le  floor  behind  the  chair                        free  of  hair  and  cigareQes.    

     Ellipsis:  Later,  his  uncle  did  too.  

•  Size  effect  only  holds  for  nearby  antecedents.  It  disappears  when  distance  between  antecedent  and  ellipsis  is  increased  by  adding  an  intervening  sentence.  

Evidence  cri/cized  by  Tanenhaus  &  Carlson  (1990)  based  on  poss.  confounds  

long  antecedent:  244ms  slower  RTs  

No  –  it  doesn’t!  •  Widely  cited  lack  of  antecedent  size  effects  in  VPE  (Frazier  &  Cliaon  2000,  2001)  

Short  Antecedent:  Sarah  lea  her  boyfriend  last  May.  Long  Antecedent  :  Sarah  got  up  the  courage  to  leave  her  boyfriend  last  May.  

Ellipsis:  Tina  did  too.  

•  F&C  conclude  cost  free  copying  …  what  Mar/n  &  McElree  call  non-­‐explanatory  

•  Although  F&C’s  paper  reports  mul/ple  studies,  this  is  the  only  specific  test  of  the  antecedent  size  effect.  

Measure:  reading  /me  to  final  region  in  self-­‐paced  reading  –  not  best  prac/ce.  Small  study:  half  the  size  of  a  regular  study  (  reduced  power),  intermiQent  comprehension  ques/ons.  No  effect?  Numerical  slowdown  in  some  comparisons  (50ms),  not  reliable.  

Speed-­‐Accuracy  Tradeoff  (SAT)  Memory  Access  

No  –  it  doesn’t!    

Version  2  –  Mar/n  &  McElree  2008  

SAT:  Possible  Outcomes  

Fig. 3 presents hypothetical SAT functions illustrat-ing how di!erent SAT timecourse patterns can dis-criminate between alternative retrieval processes.Consider first the expected result that interpolating morematerial between the filler and gap position decreases theaccuracy of responding. Recall that this could be be-cause there is a lower probability that a representationof the filler is available when the verb is processed and/or

because there is a higher probability of misanalyzingmaterial up to and including the final verb. If additionalmaterial decreases only the overall accuracy of re-sponding, the corresponding functions will di!er in as-ymptotic level alone. Panel A depicts two hypotheticalconditions that di!er in this manner.

The pre-asymptotic portion of the SAT functionmeasures processing speed or dynamics, jointly specifiedby the intercept of the function (when accuracy departsfrom chance, d 0 ! 0) and the rate at which accuracygrows from intercept to asymptote. The intercept mea-sures the minimum time needed to form an interpreta-tion that would serve to discriminate acceptable fromunacceptable forms. The rate of the SAT function re-flects either the rate of continuous information accrual ifprocessing is continuous or the distribution of finishingtimes if processing is discrete or quantal (Dosher, 1976,1979, 1981, 1982, 1984; Meyer, Irwin, Osman, & Kou-nois, 1988). In either case, di!erences in intercept or rateimplicate underlying di!erences in the speed of pro-cessing. This situation is depicted in Panel B of Fig. 3,where the functions are associated with di!erent inter-cepts and rates of rise to a common asymptote.

If access to the filler!s representation requires a searchprocess when the matrix verb is encountered, then theSAT intercept and/or rate of will systematically slow asmore material is interpolated between the filler and gap.Rate or intercept di!erences can arise from factors otherthan retrieval speed; for example, they might arise fromdi!erences in the inherent complexity of computing

Fig. 2. Sample trial sequence illustrating the speed-accuracy tradeo! (SAT) variant of the acceptability judgment task.

Fig. 3. Hypothetical SAT functions illustrating two conditionsthat di!er by SAT asymptote only (A) or by SAT intercept andrate (B).

B. McElree et al. / Journal of Memory and Language 48 (2003) 67–91 73

Asympto7c  difference  Reflects  the  strength  of  the  representa/on  or  the  likelihood  of  comple/ng  a  parse/process.  

Rate/intercept  difference  Reflects  the  speed  of  processing:    how  quickly  informa/on  accumulates  con/nuously,  or  the  differences  in  an  underlying  discrete  finishing  /me  distribu/on.  

VP-­‐complexity  manipula7on  (Expt  3)  

The  history  professor  understood  Roman  mythology  …  The  history  professor  understood  Rome’s  swia  and  brutal  destruc/on  of  Carthage  …  

…  but  the  principal  was  displeased  to  learn  that  the  overworked  students  […]  did  not.  …  but  the  principal  was  displeased  to  learn  that  the  overly  worn  books  […]  did  not  

Mar/n  &  McElree  2008  

Antecedent  distance  effect  (Expt  1)  

no effect of complexity on dynamics or asymptote

distance affects asymptote, but not dynamics

VP-­‐complexity  manipula7on  (Expt  3)  

The  history  professor  understood  Roman  mythology  …  The  history  professor  understood  Rome’s  swia  and  brutal  destruc/on  of  Carthage  …  

…  but  the  principal  was  displeased  to  learn  that  the  overworked  students  […]  did  not.  …  but  the  principal  was  displeased  to  learn  that  the  overly  worn  books  […]  did  not  

Mar/n  &  McElree  2008  

no effect of complexity on dynamics or asymptote

But  …  

The  /me  course  profile  measures  the  sensicality  judgment  task.  Task  requires  only  matching  of  subject  with  antecedent  verb.  Added  complexity  isn’t  relevant.  

Needed:  a  version  of  this  study  where  en/re  VP  is  task  relevant.  

Cau/onary  Note  from  Wh-­‐studies  •  Larger  antecedents  some/mes  correspond  to  shorter  reading  /mes  at  foot  of  

wh-­‐dependency  (Hofmeister  2007)  

What          did  the  reporter  that  Scooter  avoided  discuss  …  Which  poll        did  the  reporter  that  Scooter  avoided  discuss  …  Which  poliBcal  poll  did  the  reporter  that  Scooter  avoided  discuss  …  

It  was  a  communist                    who  the  members  of  the  club  banned  …  It  was  an  alleged  communist              who  the  members  of  the  club  banned  …  It  was  an  alleged  Venezuelan  communist  who  the  members  of  the  club  banned  …  

•  Hofmeister  aQributes  effects  to  elabora/on  or  depth  of  encoding  in  memory.  

Moral:  bigger  antecedents  aren’t  all  harder  

Figure 4: Residual reading times at subcategorizing verb inexperiment 3

ninety-two other items acted as fillers for this data set.

Participants The same thirty-five native English speak-ers from experiment 2 participated in this experiment.

Results Following the results from the previous exper-iments, the most informative indefinites induced fasterreading times at the verb than the least informative indef-inites. This effect was nearly significant by subjects andsignificant by items (F1(1,34) = 5.351, p = .063, F2(1,15) =3.690, p <.05). On the other hand, the comparisons betweenthe SIMPLE and MID conditions and between the MID andCOMPLEX conditions were not significant. The differencebetween these conditions is the presence or absence of oneadjective, as was the case with the which-phrases in thepreceding experiment. Hence, not just any single addition ofinformation necessarily improves retrieval. Note, however,that this does not contradict the predictions of the memoryfacilitation hypothesis. This hypothesis does not claimor speculate about how much additional information isnecessary in order to significantly improve memory retrieval.

As in the other experiments, the different levels of infor-mativity in the filler phrase did not result in significantlydifferent reading times prior to the verb where retrieval ofthe filler occurs. Spillover effects were not observed in thisstudy, undoubtedly due to the relative processing ease ofthe sentences. Overall, the duplication of the facilitationin dependencies involving indefinites provides evidence,albeit limited, that the advantage of using more explicitfiller-phrases is not restricted to wh-dependencies.

DiscussionCumulatively, the three reading-time studies reflect reducedprocessing costs when more explicit fillers are used. It wasfound that which-phrases consistently led to faster process-ing times than bare-wh-phrases. Furthermore, indefinites en-coded along with multiple adjectives facilitated processing,

as compared to indefinites with no accompanying adjectives.Other experimental results extend the findings discussed hereto other kinds of syntactic constructions, such as multiplewh-questions and so-called complex noun phrase violations(Hofmeister et al., 2007).

The lack of a significant difference between the two which-phrases in experiment 2 and between the MID indefinite con-dition and the other conditions likely stems from an insuffi-cient difference in informativity. Notice that, while the dif-ference between a which-N’ phrase and who is also only oneword, the former specifies much that the latter does not: inaddition to specifying number information, the which-phrasefurther identifies the type of relevant individual or object.This goes beyond the specification of a mere attribute, as inthe difference between communist and alleged communist.

Theoretically, additional information should also inhibitsimilarity effects of the sort that Gordon et al. (2004) ob-serve. If interference effects are determined on the basis ofvarious dimensions of similarity, e.g. definiteness, syntacticcategory, thematic role assignment, etc., additional lexical-semantic features should reduce the impact of interferencefrom other candidates in memory. Indeed, the underlyingcause for this facilitation may reside in the fact that addingor linking information to a mental representation causes it tobe more distinctive from other potential competitors in mem-ory. There are, of course, other possible explanations for thisfacilitation: the additional study time provided by extra mor-phophonemic material may allow more accurate and redun-dant encoding. Also, the addition of information to the rep-resentation of a discourse entity may increase the number ofavailable retrieval paths in the sense of Bradshaw and Ander-son (1982). In fact, these factors are not mutually exclusivelyand may additively contribute to the overall memory retrievalfacilitation. In this sense, increased informativity may reflectan aggregate of dynamic factors. Future experimental workconsequently seeks to identify the source of this sentence pro-cessing facilitation.

Several points suggest why the observed data should be re-garded as a reflection of memory retrieval differences, insteadof some other processing-based factor. As pointed out for allthree experimental studies here, the effect of informativity ap-pears only at the retrieval site. While integration also occursat this point in sentence processing, there is little motivationfor assuming that the integration of longer and more informa-tive constituents is expedited. Furthermore, any explanationbased on storage conflicts with the facts: a storage-based ac-count predicts that an effect should be immediately observ-able after the wh-phrase and would have to say that storing aless informative representation is more difficult. The otherpotential candidate explanations, therefore, ultimately lackmotivation and require ad hoc or even illogical assumptions.

These results should be balanced against other clear evi-dence that suggests that the use of shorter and less informa-tive linguistic expressions is often times more efficient andpreferable in discourse and writing (Ariel, 1990, 2001). Dis-course entities are not perpetually referred to with the samedegree of detail. After establishing the identity of individualsand objects in a discourse, shorter and less precise forms areadopted. I suggest that, as with many linguistic processes,there is an on-line competition for using more or less infor-

A.  Nature  of  antecedent  

seman/c/  discourse  

syntac/c  (roughly)  

B.  Content  of  ellipsis  site  

pointer/  anaphor  

detailed  structure  

C.  Deriva7onal  status  of  structure  at  ellipsis  site  

only  pre  spell-­‐out   only  post  

spell-­‐out  

throughout  

Bal/n   Merchant  Li  

Dalrymple  et  al.  1991  Hardt  1993,  etc.  

Conclusions  1.  Psycholinguists  are  helping  

with  the  overgeneraBon  problem  that  syntac/c  theories  of  ellipsis  face.  

2.  Many  interes/ng  findings  about  rapid  access  to  informa/on  in  ellipsis  resolu/on.  But  this  is  different  than  showing  structure  in  the  ellipsis  site.  

3.  No  experiments  yet  resolve  the  differences  between  today’s  speakers.  

A  linking  hypothesis  from  syntac/c  deriva/ons  to  real-­‐/me  computa/ons  would  be  a  good  start.  

Thanks  to  …  

•  NSF  DGE-­‐0801465  IGERT  training  program  in  language  science  NSF  BCS-­‐0948554,  Structure  GeneraBon  in  Language  Comprehension  

•  Masaya  Yoshida,  MaQ  Wagers,  Roumi  Pancheva  for  filling  many  holes  in  our  knowledge  

Annotated  Bibliography  of  Experimental  Studies  on  Ellipsis  

Bibliography  -­‐  Ellipsis  Arregui,  A.,  Cliaon  Jr.,  C.  L.  Frazier  &  K.  Moulton.  (2006).  Processing  elided  VPs  with  flawed  antecedents.  Journal  of  Memory  &  Language  55:232–246.  [Uses  acceptability  and  self-­‐paced  reading  studies  to  measure  mismatch  effects.  Argues  for  a  repair  strategy  to  create  an  appropriate  antecedent  in  cases  of  syntacBc  mismatch]    

Frazier,  L.  &  Cliaon  Jr.,  C.  (1998).  Comprehension  of  sluiced  sentences.  Language  and  CogniBve  Processes  13:  499-­‐520.  [InvesBgates  a  variety  of  factors  that  affect  the    processing  of  sluiced  sentences  (e.g.  focus,  overt/covert  antecedents)  using  self-­‐paced  reading  and  eye-­‐tracking  measures.]  

Frazier,  L.,  &  Cliaon  Jr.,  C.  (2001).  Parsing  coordinates  and  ellipsis:  Copy  alpha.  Syntax:  4(1),  1–22.  [Reports  a  self-­‐paced  reading  study  to  measure  antecedent  size  effects.  Evidence  for  the  absence  of  size  effects,  and  argues  for  a  “Cost-­‐free”  copy  mechanism.  That  study  is  reported  in  (somewhat)  more  detail  in  Frazier  et  al.  2000,  J.  Psycholing.  Res.]  

Frazier,  L.  &  Cliaon  Jr.,  C.  (2005).  The  syntax-­‐discourse  divide:  Processing  ellipsis.  Syntax:  8(1),  121–174.  [Acceptability  and  self-­‐paced  reading  studies  tesBng  for  structure  at  ellipsis  site.  Argues  for  structure  at  the  ellipsis  site.  See  also  Frazier  &  Clibon  (2006)]    

Bibliography  -­‐  Ellipsis  Kaan,  E.,  Wijnen,  F.,  &  Swaab,  T.  Y.  (2004).  Gapping:  Electrophysiological  evidence  for  immediate  processing  of  “missing”  verbs  in  sentence  comprehension.  Brain  and  Language:  89(3),  584–592.  [ERP  study  invesBgaBng  the  Bme-­‐course  of  gapping  resoluBon.  N400  effects  suggest  rapid  integraBon  of  the  elided  verb  at  the  gap  site.]  

Gregory,  H.  and  Lappin,  S.  (1997).  A  computa/onal  model  of  ellipsis  resolu/on.  In  Geert-­‐Jan  Kruijff,  Glyn  V.  Morrill,  and  Richard  T.  Oehrle,  editors,  Formal  Grammar:  proceedings  of  the  conference.    [Offers  an  implemented  algorithm  to  capture  syntacBc  reconstrucBon  in  ellipsis]  

Kim,  C.,  Kobele,  G.,  Runner,  J.  &  Hale,  J.  (to  appear)  The  Acceptability  Cline  in  VP  Ellipsis.  Syntax.  [Uses  magnitude  esBmaBon  acceptability  judgments  to  measure  syntacBc  mismatch  effects.  Outlines  a  computaBonal  model  in  which  mismatching  VPE  effects  result  from  violaBng  parsing  heurisBcs]  

Kim,  C.    &  Runner,  J.  (in  press).  Discourse  parallelism  and  VP  ellipsis.  UMass  Occasional  Papers  in  Linguis/cs:  Ellipsis.  [Several  magnitude  esBmaBon  studies  invesBgaBng  mismatch  effects  in  VPE]  

Bibliography  -­‐  Ellipsis  Mar/n,  A.  E.,  &  McElree,  B.  (2008).  A  content-­‐addressable  pointer  mechanism  underlies  comprehension  of  verb-­‐phrase  ellipsis.  Journal  of  Memory  and  Language:  58,  879–906.  [Several  speed-­‐accuracy  tradeoff  experiments  invesBgaBng  the  mechanisms  of  antecedent  access  and  retrieval.  Argues  for  a  pointer  mechanism]  

Mar/n,  A.  E.,  &  McElree,  B.  (2009).  Memory  opera/ons  that  support  language  comprehension:  Evidence  from  verb-­‐phrase  ellipsis.  Journal  of  Experimental  Psychology:  Learning  Memory  &  CogniBon:  35,  1231-­‐1239.  [Speed-­‐accuracy  tradeoff  experiment  invesBgaBng  the  mechanisms  of  retrieval.  Measures  the  effects  of  proacBve  and  retroacBve  interference  using  ellipsis  construcBons]  

Murphy,  G.  (1985).  Processes  of  understanding  anaphora.  Journal  of  Memory  and  Language:  24:290–303.  [Uses  a  “Got  It”  test  of  comprehension  to  measure  size  and  distance  effects.  Shows  that  size  mahers  for  nearby  antecedents,  but  not  distant  antecedents]  

Poirier,  J.,  Wolfinger,  K.,  Spellman,  L.  &  Shapiro,  L.  (2010).  The  Real-­‐Time  Processing  of  Sluiced  Sentences.  Journal  of  Psycholinguis/c  Research.  39:411–427.  [Cross-­‐modal  lexical  decision  study  invesBgaBng  antecedent  access  in  sluicing.  Shows  that  the  antecedent  object  NP  is  accessed,  but  not  the  subject  NP]  

Bibliography  -­‐  Ellipsis  Shapiro,  L.  P.,  Hestvik,  A.,  Lesan,  L.,  &  Garcia,  A.  R.  (2003).  CharBng  the  Bme-­‐course  of  VP-­‐ellipsis  sentence  comprehension:  Evidence  for  an  ini/al  and  independent  structural  analysis.  Journal  of  Memory  and  Language:  49(1),  1–19.  [Cross-­‐modal  lexical  decision  study  invesBgaBng  antecedent  access  in  VPE.  Shows  that  the  syntacBc  VP  antecedent  is  accessed,  and  argues  for  syntacBc  reconstrucBon  in  ellipsis.  See  also  Shapiro  &  Hestvik  (1995)]  

Snider,  N.  &  Runner,  J.  (2010).  "Structural  Parallelism  Aids  Ellipsis  and  Anaphor  Resolu/on:  Evidence  from  Eye  Movements  to  Seman/c  and  Phonological  Neighbors,"    16th  Annual  Conference  on  Architectures  and  Mechanisms  for  Language  Processing,  York,  UK.  [Slides  retrieved  from  Snider’s  home  page.  Examines  antecedent  retrieval  using  visual  world  eye-­‐tracking.  Argues  that  semanBc  and  phonological  neighbors  are  acBvated  as  a  consequence  of  antecedent  retrieval  in  VPE.  Argues  for  structure  at  ellipsis  site]  

Bibliography  -­‐  Ellipsis  Streb,  J.,  E.  Hennighausen.  and  Rosler,  F.  (2004).  Different  anaphoric  expressions  are  inves/gated  by  event-­‐related  brain  poten/als,  Journal  of  PsycholinguisBc  Research:  33(3),  175-­‐201.  [ERP  study  invesBgaBng  distance  effects.  Shows  that  comprehension  Bmes  increase  with  distance  to  the  antecedent.  Also,  a  LAN-­‐like  effect  suggests  that  ellipsis  is  resolved  during  syntacBc  parsing  steps]  

Tanenhaus,  M.  K.,  &  Carlson,  G.  N.  (1990).  Comprehension  of  deep  and  surface  verb  phrase  anaphors.  Language  and  CogniBve  Processes,  5(4),  257–280.  [Uses  sensicality  judgments  to  invesBgate  the  role  of  syntacBc  parallelism  in  the  comprehension  of  deep  and  surface  anaphors.  Surface  anaphors  make  sense  more  oben  in  syntacBcally  parallel  contexts  than  in  non-­‐parallel  contexts.  Parallelism  does  not  affect  judgments  of  deep  anaphors]  

Bibliography  -­‐  Ellipsis  Masaya  Yoshida,  Michael  Walsh  Dickey  &  Patrick  Sturt,  (to  appear,  2010).  Predic/ve  Processing  of  Syntac/c  Structure:  Sluicing  and  Ellipsis  in  Real-­‐Time  Sentence  Processing.  Language  and  CogniBve  Processes.  [Uses  self-­‐paced  reading  measures  to  invesBgate  the  predicBon  of  syntacBc  structure  in  potenBally  sluiced  construcBons.  Argues  that  parser  chooses  sluicing  over  other  possible  structures  when  possible.  Argues  for  syntacBc  structure  at  the  ellipsis  site]  

Masaya  Yoshida,  Jiyeon  Lee,  Isaac  RoQman  and  Michael  Dickey.  (to  appear).  Islands  under  the  predicted  structure.  In  J.  Sprouse  &  N.  Hornstein  (eds.),  edited  volume  on  syntax  and  psycholinguis/cs  of  islands.  [Self-­‐paced  reading  study  invesBgaBng  the  processing  of  potenBal  sluicing/sprouBng  structures.  Argues  that  the  parser  posits  the  structure  of  ellipsis  when  an  embedded  wh-­‐phrase  is  processed,  based  on  presence/absence  of  a  reading  Bme  cost  associated  with  sprouBng.]    

Other  works  cited  Dalrymple,  M.,  Stuart,  M.,  Shieber,  S.  &  Pereira,  F.  (1991).  Ellipsis  and  higher-­‐order  unifica/on.  

LinguisBcs  and  Philosophy:  14:  399–452.  Gibson,  E.  &  Hickok,  G.  (1993).  Sentence  processing  with  empty  categories.  Language  and  

CogniBve  Processes:  8(2):  147-­‐161.  

Kempen,  G.  (2011):  Nontransforma/onal  reinterpreta/on  of  the  purported  psycholinguis/c  evidence  for  gramma/cal  movement  opera/ons  and  movement  traces.  Presenta/on  at  the  85th  Annual  Mee/ng  of  the  Linguis/c  Society  of  America.  Jan  6-­‐9.  PiQsburgh,  PA.    

Hardt,  D.  (1993).  Verb  Phrase  ellipsis:  Form,  meaning,  and  processing.  Ph.D.  Disserta/on,  University  of  Pennsylvania.  

Hofmeister,  P.  (2007).  Representa/onal  Complexity  and  Memory  Retrieval  in  Language  Comprehension.  Ph.D.  Disserta/on,  Stanford  University.  

Lago,  S.,  Chow,  W.  Y.,  &  Phillips,  C.  (in  prep.).  Word  frequency  affects  pronouns  and  antecedents  iden/cally:  Distribu/onal  evidence.  U  of  Maryland.  

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