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The major focus of research in the Language & Memory Lab is on the relationship
between language processing and learning, on the one hand, and a variety of
memory mechanisms, on the other hand.
A specific and central focus is on understanding the processes underlying the learning of new words. Understanding the cognitive processes that underlie this ability is of great significance, but surprisingly little is known about it. In studying how words are learned, it is relevant to consider how nonwords (such as "blork") are processed, because when a human learner first encounters a novel word, it is in effect a nonword to that person. So understanding how people are able to repeat a nonword immediately upon hearing it for the first time (nonword repetition) is relevant to understanding how they eventually learn new words. Another relevant human facility is verbal short-term memory -- memory for sequences of words, as, for example, when we temporarily keep in mind the digits of an unfamiliar phone number until it can be dialed. A growing body of evidence indicates that human vocabulary learning, nonword repetition, and verbal short-term memory abilities are related in some way (e.g., Baddeley, Gathercole, & Papagno, 1998; Gathercole & Baddeley, 1993). Research in our lab aims to uncover the details of processing mechanisms that could underlie these various abilities (e.g., Gupta & MacWhinney, 1993, 1995; Gupta, 1996a, 1996b; Gupta & MacWhinney, 1997; Gupta, Lipinski, Abbs, & Lin, 2005), and has also attempted to specify the neural correlates of these processes and relationships (e.g., Gupta & MacWhinney, 1997; Gupta, MacWhinney, Feldman, & Sacco, 2003; Martin & Gupta, 2004). In addition, based on computational considerations as well as neuropsychological evidence, we have proposed that the process of learning a single new word can be fractionated into components that rely differentially on the two long-term memory systems termed procedural memory and declarative memory (Gupta & Dell, 1999; Gupta & Cohen, 2002; Gupta & Lipinski, 2002). These various lines of research in our lab together lead to a view of how verbal short-term memory, linguistic processes and representations, and procedural and declarative memory systems are jointly invoked in order to learn new lexical items, and this serves as our general theoretical framework. Various projects are aimed at testing and fleshing out this framework. One project asks whether the correlations observed between verbal short-term memory, nonword repetition, and vocabulary learning in children also persist in adults. In a series of experiments, we have provided new evidence that this is the case (Gupta, 2003). We have also investigated the bases of such relationships, finding evidence that the serial position effects widely observed in list recall are also obtained for syllables within multi-syllable nonwords suggesting that common sequencing mechanisms are implicated in list recall and in nonword repetition (Gupta, 2005; Gupta, Lipinski, Abbs, & Lin, 2005). In another project, we have developed a new experimental paradigm for the investigation of the learning of new words, which allows us to systematically examine factors affecting word learning (Gupta, Lipinski, Abbs, Lin, Aktunc, Ludden, Martin, & Newman, 2004. In other research we are exploring differences in semantic vs. phonological processing in word learning, based on theoretical and computational arguments (e.g., Gupta & Dell, 1999) that predict processing differences in these two aspects of lexical learning. In other ongoing work, our computational model of vocabulary acquisition and its relationship to lexical processing (e.g., Gupta, 1996b), is being revised. An important goal of this research is to develop a computational model integrating our earlier work with that of our collaborators at the Beckman Institute (Gary Dell) and Temple University (Nadine Martin), and to apply the integrated model to investigating language and verbal short-term memory deficits in aphasic patients, whose language abilities have been impaired following brain injury (e.g., Martin, Saffran, Dell, Schwartz, & Gupta, 2000; Martin & Gupta, 2004). Other issues studied in our lab include human statistical learning of syntactic structure in language (e.g., Ludden & Gupta, 2000) and the effects of neighbohood structure on the processing and learning of nonwords (Lipinski & Gupta, 2003; Lambert, Chang, & Gupta, 2003; Lipinski & Gupta, 2005).
An important characteristic of research in our lab is the use of
interdisciplinary approaches and multiple methodologies. Thus, we study issues
from the perspectives of language processing, memory systems, and cognitive
neuroscience, using experimental methods, computational models, and
neuropsychological/neuroscientific techniques. It is our belief that the use
of converging operations of this kind holds great promise for the elucidation
of the issues we are studying.
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Lab control room A typical lab meeting David Ludden presents research at a conference Running a computer simulation Example "alien" used in word learning experiments
Software used to configure experiments |
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Principal
Investigator
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Prahlad Gupta |
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Graduate & Honors Students
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Brandon Abbs |
| Naveen Khetarpal | |
| Byron Murphy | |
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Computing
and Programming
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Jamie Tisdale |
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Undergraduate
Students
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Matt Brown |
| Sara Even | |
| Melissa Hodapp | |
| James Malicki | |
| Sarah Oakley | |
| Millisa Reynolds | |
| Ellen Samuel | |
| Kathleen Schnitker | |
| Sierra Spies | |
| Alyssa Wiedenhoff | |
| Linda Wood | |
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Lab
Alumni
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Emrah Aktunc |
| Emily Anderson | |
| Jill Arnold | |
| Ryan Bankson | |
| Scott Berman | |
| Tony Buhr | |
| Sarah Eisenberg | |
| Tobe Hagge | |
| Adam Harding | |
| Cindy Herring | |
| Mark Hunter | |
| Staci Keilin | |
| Amber Keppler | |
| Naveen Khetarpal | |
| Soo Kim | |
| Dan Kresowik | |
| Karen Langsam | |
| David Ludden | |
| Warren MacGregor | |
| Kelly Matlock | |
| Nathan Miller | |
| Jonathan Nauman | |
| Soumya Palreddy | |
| Karen Reeder | |
| Rebecca Reese | |
| Laurel Sallade | |
| Michal Schroeder | |
| Kendra Sieperda | |
| Emily Stiefel | |
| David Stowe | |
| Wendy Troob | |
| Stuart Urban | |
| Derek Van Horne | |
| Jane Wu |
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Gupta, P., (in press).
What's in a Word? A Functional Analysis of Word Learning. In K. McGregor
(Ed.), Perspectives on Language Learning and Education Gupta, P., Lipinski,
J., and Aktunc, E. (in press). Re-Examining the Phonological Similarity Effect
in Immediate Serial Recall: The Roles of Type of Similarity, Category Cueing,
and Item Recall. Memory and Cognition. Gupta, P. Lipinski, J.,
Abbs, B., and Lin, P-H. (2005). Serial Position Effects in Nonword
Repetition. Journal of Memory and Language, 53, 141-162 Gupta, P. (2005). Primacy and Recency in Nonword Repetition. Memory, 13, 318-324
Lipinski, J., and
Gupta, P. (2005). Does Neighborhood Density Influence the Repetition of
Nonwords? Separating the Effects of Density and Duration. Journal of Memory and Language, 52, 171-192 Gupta, P., Lipinski,
J., Abbs, B., Lin, P.-H., Aktunc, M. E., Ludden, D., Martin, N., and Newman, R.
(2004). Space Aliens and Nonwords: Stimuli for Investigating the Learning
of Novel Word-Meaning Pairs. Behavioral Research Methods, Instruments, and Computers, 36, 699-703 Martin, N. and Gupta, P. (2004). Exploring the Relationship Between Word Processing and Verbal Short-Term Memory: Evidence From Associations and Dissociations. Cognitive Neuropsychology, 21, 213-228.
Lipinski, J. and Gupta, P. (2003). Separating the Effects of Duration and Neighborhood Density in Nonword Repetition Latency. In R. Alterman & D. Kirsh (Eds.), Proceedings of the 25th Annual Conference of the Cognitive Science Society, page 718. Hillsdale, NJ: Lawrence Erlbaum. Gupta, P., MacWhinney, B., Feldman, H. M., and Sacco, K. (2003). Phonological Memory and Vocabulary Learning in Children with Focal Lesions. Brain and Language, 87, 241-252.
Gupta, P. (2003). Examining the relationship between word learning, nonword repetition, and immediate serial recall in adults. Quarterly Journal of Experimental Psychology (A), 56, 1213-1236
Lambert, B., Chang, K.-Y., and Gupta, P. (2003). Effects of Frequency and Similarity Neighborhoods on Pharmacists' Visual Perceptions of Drug Names. Social Science and Medicine, 57, 1939-1955
Gupta, P. and Lipinski, J. (2002). Statistical Learning, Implicit Memory, and Phonology. In W. Gray & C. Schunn (Eds.), Proceedings of the 24th
Annual Conference of the Cognitive Science Society, page 39. Hillsdale, NJ: Lawrence Erlbaum.
Gupta, P. &
Cohen, N. J. (2002). Theoretical and computational analysis of skill learning, repetition priming, and procedural memory. Psychological Review, 109, 401-448
Ludden, D., & Gupta,
P. (2000). Zen in the art of language acquisition: Statistical learning
and the Less is More hypothesis. In L. R. Gleitman & A. K. Joshi (Eds.), Proceedings of the 22nd Annual Conference
of the Cognitive Science Society, pp. 812-817. Hillsdale, NJ: Lawrence
Erlbaum.
Martin, N., Saffran, E. M., Dell, G. S., Schwartz, M. F., & Gupta, P. (2000). Neuropsychological and computational evidence for a model of lexical processing, verbal short-term memory and learning. Proceedings of the 6th International Conference on Spoken Language Processing -- Beijing, China Volume II. Beijing: China Military Friendship Publisher.
Lambert, B., Chang, K., Lin, S. & Gupta, P. (2000).
Effect of Prescribing Frequency, Neighborhood Frequency, and Neighborhood Density on Pharmacists' Visual Perception of Drug Names.
Pharmsci, 2, S-1276.
Gupta, P. &
Dell, G. S. (1999). The emergence of language from serial order and procedural
memory. In B. MacWhinney (Ed.), The Emergence of Language,
28th Carnegie Mellon Symposium on Cognition. Hillsdale, NJ, Lawrence
Erlbaum.
Gupta, P. &
MacWhinney, B. (1997). Vocabulary acquisition and verbal short-term memory: Computational and neural bases. Brain and Language, 59, 267-333.
Gupta, P. (1996a).
Verbal short-term memory and language processing: A computational model.
Brain
and Language, 55, 194-197.
Gupta, P. (1996b).
Word learning and verbal short-term memory: A computational account. In
G. W. Cottrell (Ed.), Proceedings of the Eighteenth Annual Meeting of
the Cognitive Science Society, pages 189-194. Hillsdale, NJ, Lawrence
Erlbaum.
Gupta, P. &
MacWhinney, B. (1995). Is the articulatory loop articulatory or auditory?
Re-examining the effects of concurrent articulation on immediate serial
recall. Journal of Memory and Language, 34, 63-88.
Gupta, P. &
Touretzky, D. S. (1994). Connectionist models and linguistic theory: Investigations
of stress systems in language. Cognitive Science, 18, 1-50.
Gupta, P. (1994a).
Commentary on Daelemans et. al, The acquisition of stress: A data-oriented
approach. Computational Linguistics, 20(3), 452.
Gupta, P. (1994b).
Investigating phonological representations: A modeling agenda. In M. C.
Mozer, P. Smolensky, D. S. Touretzky, J. L. Elman, & A. S. Weigend
(Eds.), Proceedings of the 1993 Connectionist Models Summer School,
pages 113-121. Hillsdale, NJ, Lawrence Erlbaum.
Gupta, P. &
Mozer, M. C. (1993). Exploring the nature and development of phonological
representations. In Proceedings of the Fifteenth Annual Conference of
the Cognitive Science Society, pages 516-521. Hillsdale, NJ, Lawrence
Erlbaum.
Gupta, P. &
MacWhinney, B. (1993). Is the phonological loop articulatory or auditory?
In Proceedings of the Fifteenth Annual Conference of the Cognitive Science
Society, pages 510-515. Hillsdale, NJ, Lawrence Erlbaum.
Gupta, P. &
Touretzky, D. S. (1992). A connectionist learning approach to analyzing
linguistic stress. In J. Moody, S. Hanson, & R. Lippmann (Eds.), Advances
in Neural Information Processing Systems 4, pages 225-232. San Mateo,
CA, Morgan Kaufmann.
Gupta, P. &
MacWhinney, B. (1992). Integrating category acquisition with inflectional
marking: A model of the German nominal system. In Proceedings of the
Fourteenth Annual Conference of the Cognitive Science Society, pages
253-258. Hillsdale, NJ, Lawrence Erlbaum.
Gupta, P. &
Schneider, W. (1991). Attention, automaticity and priority learning. In
Proceedings
of the Thirteenth Annual Conference of the Cognitive Science Society,
pages 534-539. Hillsdale, NJ, Lawrence Erlbaum.
Gupta, P. &
Touretzky, D. S. (1991). What a perceptron reveals about metrical phonology.
In Proceedings of the Thirteenth Annual Conference of the Cognitive
Science Society, pages 334-339. Hillsdale, NJ, Lawrence Erlbaum.
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