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Can Working Memory Tasks Explain Individual Differences in Parsing?

 Ron Smyth, Deepthi Kamawar, Anna Maria Catanzaro, Anna Strever and Michelle-Renee Carroll
  
 

Abstract:
Working memory capacity is the ability to store and retrieve information while performing other mental computations. In the Listening Span and Reading Span tests (Daneman & Carpenter, 1980), subjects hear or read sets of sentences, then recall their final words. W.m. span is the largest set size with accurate recall.

These measures correlate reliably with general language ability (Daneman & Merikle, 1996), but their ability to explain individual differences in parsing is a topic of heated debate (Waters & Caplan, 1996; Just, Carpenter & Keller, 1996). For example, to understand 'the dog [that the cat chased _ ]', one has to retrieve 'the dog' after processing 'that the cat chased', and Capacity Theory (Just & Carpenter, 1992) states this is constrained by w.m. Waters & Caplan, however, argue that the w.m. tests are inappropriate because they involve conscious processing and, unlike gap-filling, there is no relationship between the stored words and subsequent interpretation. They dispute the findings which support Capacity Theory, and argue that psycholinguistic processing involves a separate working memory system, while Just and Carpenter reject that view.We argue that the w.m. tests may be correlated with automatic parsing simply because both tap general language processing abilities (Daneman & Merikle, 1996). In Experiment 1, 90 children (4;7 to 10;11) completed a Listening Span task and a gap filling task: Smyth & Flowers (1998) report that filled gap (2) and nested dependency (3) sentences are harder to process than sentences like 1:

1. Which can is easy to put _ in this jar?
2. Which can is easy to put this jar in _ ?
3. Which can is this jar easy to put _ in _ ?

Gap filling scores were correlated with Listening Span, but the correlation with Age was even higher. After Age was partialled out in a hierarchical regression, w.m.scores did not account for any further variance.

In Experiment 2, 80 adults completed Reading Span, the Nelson-Denny Reading Test, and two parsing tasks. In the first (Smyth 1998), subjects judged sentences like 4 and 5:

4. I don't know which jar the can would be easy to put these coins in _ .
5. I don't know which jar these coins would be easy to put _ in the can.

Both have two fillers but only one gap; 4 is harder to reject because a filled gap effect disrupts processing before any gaps have been discharged. In the other task (McElree 1999), subjects judged the acceptability of sentences with 0, 1, or 2 clauses between the gap and the filler:

6. This is the track that the runners [...] admired _ / amused _ .

The greater the distance, the more likely it is that subjects fail to discriminate between acceptable and unacceptable sentences.

We will report the results of a hierarchical regression with Listening Span and the Nelson Denny scores on each of these parsing tasks. If Listening Span does predict parsing ability, then it should explain the variance in the parsing tasks even after reading scores are partialled out. Results will be discussed in terms of a distinction between lexical and syntactic interpretations of the Active Filler hypothesis.

 
 


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