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1
Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning ...
Tsvetkov, Yulia; Manaal Faruqui; Ling, Wang. - : Carnegie Mellon University, 2016
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2
AphasiaBank as BigData ...
Macwhinney, Brian; Fromm, Davida. - : Carnegie Mellon University, 2016
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3
A Shared Platform for Studying Second Language Acquisition ...
Macwhinney, Brian. - : Carnegie Mellon University, 2016
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4
A Shared Platform for Studying Second Language Acquisition ...
Macwhinney, Brian. - : Carnegie Mellon University, 2016
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5
Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning ...
Tsvetkov, Yulia; Manaal Faruqui; Ling, Wang; Macwhinney, Brian; Dyer, Chris. - : Carnegie Mellon University, 2016
Abstract: We use Bayesian optimization to learn curricula for word representation learning, optimizing performance on downstream tasks that depend on the learned representations as features. The curricula are modeled by a linear ranking function which is the scalar product of a learned weight vector and an engineered feature vector that characterizes the different aspects of the complexity of each instance in the training corpus. We show that learning the curriculum improves performance on a variety of downstream tasks over random orders and in comparison to the natural corpus order. ...
Keyword: 170204 Linguistic Processes incl. Speech Production and Comprehension; FOS Psychology
URL: https://dx.doi.org/10.1184/r1/5895703.v1
https://kilthub.cmu.edu/articles/Learning_the_Curriculum_with_Bayesian_Optimization_for_Task-Specific_Word_Representation_Learning/5895703/1
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6
Automated Proposition Density Analysis for Discourse in Aphasia ...
Fromm, Davida; Greenhouse, Joel; Kaiyue Hou. - : Carnegie Mellon University, 2016
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7
CHILDES for Japanese: Corpora, Programs, Perspectives ...
Miyata, Susanne; Macwhinney, Brian. - : Carnegie Mellon University, 2016
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8
CHILDES for Japanese: Corpora, Programs, Perspectives ...
Miyata, Susanne; Macwhinney, Brian. - : Carnegie Mellon University, 2016
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9
Automated Proposition Density Analysis for Discourse in Aphasia ...
Fromm, Davida; Greenhouse, Joel; Kaiyue Hou. - : Carnegie Mellon University, 2016
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10
AphasiaBank as BigData ...
Macwhinney, Brian; Fromm, Davida. - : Carnegie Mellon University, 2016
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11
HomeBank: An Online Repository of Daylong Child-Centered Audio Recordings.
VanDam, Mark; Warlaumont, Anne S; Bergelson, Elika. - : Georg Thieme Verlag KG, 2016
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12
Conversational topics discussed by individuals with severe traumatic brain injury and their communication partners during sub-acute recovery
In: Brain Inj (2016)
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13
Child Language Data Exchange System Tools for Clinical Analysis
In: Semin Speech Lang (2016)
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14
Long-term Recovery in Stroke Accompanied by Aphasia: A Reconsideration
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15
HomeBank: An Online Repository of Daylong Child-Centered Audio Recordings
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16
Conversational topics discussed by individuals with severe traumatic brain injury and their communication partners during sub-acute recovery
Brassel, Sophie; Kenny, Belinda J. (R19919); Power, Emma. - : U.K., Taylor & Francis, 2016
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17
The use of case marking for predictive processing in second language Japanese
Mitsugi, Sanako; Macwhinney, Brian. - : Cambridge University Press, 2016
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