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Connectionist Modeling of Experience-based Effects in Sentence ...

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2.5 Forgett<strong>in</strong>g <strong>Effects</strong> SHORT-TERM FORGETTING 18<br />

Read<strong>in</strong>g time [ms]<br />

400 600 800 1000 1200 1400<br />

Experiment 2 (English Eyetrack<strong>in</strong>g): grammaticality<br />

grammatical<br />

ungrammatical<br />

V3 V2 V1 Post!V1<br />

Region<br />

Figure Figure 6. 2.6: Mean Effect read<strong>in</strong>g <strong>of</strong> the times grammaticality and 95% confidence manipulation <strong>in</strong>tervals for <strong>in</strong>the theverb English and post-verbal eyetrack<strong>in</strong>g regions study<br />

<strong>in</strong>by theVasishth English eyetrack<strong>in</strong>g et al. (2008) study (experiment 2). 2, The p. 18): figureMean shows read<strong>in</strong>g the effecttimes <strong>of</strong> the grammaticality<br />

and 95% confi-<br />

manipulation. dence <strong>in</strong>tervals for the verbs and post-verbal regions.<br />

addition, German<strong>in</strong>readers the SPRdodata not seem we found to forget weak the evidence VP prediction. consistent with In fact thethey NP-forgett<strong>in</strong>g seem to notice hy-<br />

the pothesis, ungrammaticality but <strong>in</strong> the eyetrack<strong>in</strong>g <strong>of</strong> the drop-V2 data wecondition, found stronger which evidence leads to for<strong>in</strong>creased NP forgett<strong>in</strong>g. read<strong>in</strong>g time.<br />

The surpris<strong>in</strong>g result po<strong>in</strong>ts to the assumption that l<strong>in</strong>guistic memory processes are not<br />

One surpris<strong>in</strong>g result <strong>in</strong> the eyetrack<strong>in</strong>g data was the shorter re-read<strong>in</strong>g time at V3<br />

language-<strong>in</strong>dependent but rather affected by language-specific grammatical properties.<br />

<strong>in</strong> the ungrammatical condition. However, this effect can be expla<strong>in</strong>ed. Re-read<strong>in</strong>g time<br />

The head-f<strong>in</strong>ite nature <strong>of</strong> German (SOV) subord<strong>in</strong>ate clauses causes verbs to appear<br />

is a function <strong>of</strong> revisits or regressions to regions that have already been viewed dur<strong>in</strong>g the<br />

clause-f<strong>in</strong>ally more frequently than it is the case <strong>in</strong> English, an SVO language. An ob-<br />

first pass. Given that regressions are more frequent <strong>in</strong> complex sentences (where complexity<br />

jection<br />

is def<strong>in</strong>ed<br />

might<br />

as <strong>in</strong>creased<br />

be, that commas<br />

ambiguity<br />

<strong>in</strong><br />

(Clifton<br />

German<br />

et<br />

facilitate<br />

al., <strong>in</strong> press)<br />

the recognition<br />

or any other<br />

<strong>of</strong><br />

k<strong>in</strong>d<br />

a completed<br />

<strong>of</strong> <strong>in</strong>tegration<br />

clause.<br />

Adifficulty), double-embedd<strong>in</strong>g and given that <strong>in</strong>volves the ungrammatical a comma aftersentences each embedded are predicted ma<strong>in</strong> to verb. be less Vasishth complex and<br />

colleagues overall, it addressed is not surpris<strong>in</strong>g this issue that byre-read<strong>in</strong>g a fifth experiment time is shorter <strong>in</strong>volv<strong>in</strong>g at V3 English <strong>in</strong> thesentences ungrammatical enriched<br />

with condition. commas. However, the comma <strong>in</strong>clusion did not show any effect. Nevertheless, as<br />

Vasishth et al. note, this result does not exclude the possibility <strong>of</strong> a comma-<strong>based</strong> facil-<br />

Another surpris<strong>in</strong>g result <strong>in</strong> the eyetrack<strong>in</strong>g data was the presence <strong>of</strong> the <strong>in</strong>terference<br />

itation. An important fact is that German readers are tra<strong>in</strong>ed on us<strong>in</strong>g commas, while<br />

effect <strong>in</strong> the Post-V1 region. If the second NP is forgotten by the time that V1 is processed,<br />

English readers are not, which suggests that commas were <strong>of</strong> no use for the English<br />

then it should not cause any <strong>in</strong>terference <strong>in</strong> subsequent regions. There are two possible<br />

participants.<br />

<strong>in</strong>terpretations <strong>of</strong> this pattern. One is that the second NP is not <strong>in</strong> fact forgotten, and<br />

the<br />

I will<br />

second<br />

now<br />

is<br />

<strong>in</strong>vestigate<br />

that the reappearance<br />

potential explanations<br />

<strong>of</strong> the <strong>in</strong>terference<br />

for a language-specific<br />

effect is an artefact<br />

forgett<strong>in</strong>g<br />

<strong>of</strong> process<strong>in</strong>g<br />

effect.<br />

difficulty dur<strong>in</strong>g earlier process<strong>in</strong>g. We defer discussion <strong>of</strong> this question until f<strong>in</strong>d<strong>in</strong>gs <strong>in</strong> the<br />

rema<strong>in</strong><strong>in</strong>g experiments are presented.<br />

We turn our attention next to the German experiments.<br />

43

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