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1
Semantic Data Set Construction from Human Clustering and Spatial Arrangement ...
Majewska, Olga; McCarthy, Diana; Van Den Bosch, Jasper JF; Kriegeskorte, Nikolaus; Vulic, Ivan; Korhonen, Anna. - : Apollo - University of Cambridge Repository, 2021
Abstract: Abstract Research into representation learning models of lexical semantics usually utilizes some form of intrinsic evaluation to ensure that the learned representations reflect human semantic judgments. Lexical semantic similarity estimation is a widely used evaluation method, but efforts have typically focused on pairwise judgments of words in isolation, or are limited to specific contexts and lexical stimuli. There are limitations with these approaches that either do not provide any context for judgments, and thereby ignore ambiguity, or provide very specific sentential contexts that cannot then be used to generate a larger lexical resource. Furthermore, similarity between more than two items is not considered. We provide a full description and analysis of our recently proposed methodology for large-scale data set construction that produces a semantic classification of a large sample of verbs in the first phase, as well as multi-way similarity judgments made within the resultant semantic classes in the ...
URL: https://dx.doi.org/10.17863/cam.76712
https://www.repository.cam.ac.uk/handle/1810/329262
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2
FFA and OFA Encode Distinct Types of Face Identity Information
In: J Neurosci (2021)
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3
An ecologically motivated image dataset for deep learning yields better models of human vision
In: Proc Natl Acad Sci U S A (2021)
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4
The spatiotemporal neural dynamics underlying perceived similarity for real-world objects
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5
Representational Similarity Mapping of Distributional Semantics in Left Inferior Frontal, Middle Temporal, and Motor Cortex
Carota, Francesca; Kriegeskorte, Nikolaus; Nili, Hamed. - : Oxford University Press, 2017
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6
Adjudicating between face-coding models with individual-face fMRI responses
Carlin, Johan D.; Kriegeskorte, Nikolaus. - : Public Library of Science, 2017
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7
Visual features as stepping stones toward semantics: Explaining object similarity in IT and perception with non-negative least squares
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8
The Emergence of semantic meaning in the ventral temporal pathway
Carlson, Thomas A; Simmons, Ryan A; Kriegeskorte, Nikolaus. - : Massachusetts Institute of Technology, 2014
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9
The emergence of semantic meaning in the ventral temporal pathway
Carlson, Thomas A.; Simmons, Ryan A.; Kriegeskorte, Nikolaus. - : Massachusetts Institute of Technology, 2014
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10
Choosing the Rules: Distinct and Overlapping Frontoparietal Representations of Task Rules for Perceptual Decisions
Zhang, Jiaxiang; Kriegeskorte, Nikolaus; Carlin, Johan D.. - : Society for Neuroscience, 2013
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11
Visual population codes : toward a common multivariate framework for cell recording and functional imaging electronic resource
Kreiman, Gabriel; Kriegeskorte, Nikolaus. - Cambridge, Massachusetts : MIT Press, 2012, [2012]©2012
MPI für Psycholinguistik
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12
A Head View-Invariant Representation of Gaze Direction in Anterior Superior Temporal Sulcus
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