Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 5 of 5 for “"Relational reasoning"”.
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Emergent patterns of task-specific neurons in deep neural networks
… for networks to generalize to understand visual reasoning concepts. We introduce a simplified visual reasoning dataset to train several network architectures, including a recently proposed model built specifically for relational reasoning. We collect the best performing networks and view their …
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Investigating children’s perspective taking and normative frames of social understanding: A critical design ethnographic study of teacher-led dialogue around stories in early years’ classrooms
… around stories. This framework posits that relational reasoning and attributionally-biased reasoning are not mutually exclusive but counterbalanced, as if on a weighing scale. Further, these two types of reasoning are upheld by a central pillar of shared social reasoning, involving an …
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Characterizations of how neural networks learn
… models to learn to reason. On a family of “relational reasoning” tasks, we prove that modern transformers learn to reason with enough data, but classical fully-connected architectures do not. Our analysis suggests small architectural modifications that improve data efficiency. Finally, we …
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Neural Diagrammatic Reasoning
… to measure human fluid intelligence. Mechanised reasoning systems typically encode diagrams into symbolic representations that can be easily processed with rule-based expert systems. This relies on human experts to define the framework of diagram-to-symbol mapping and the set of rules to reason …
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Getting more out of working memory: Stacking verbal relational role-bindings
… be chunks (memory), visual objects (vision), or relational role-bindings (reasoning). Recent findings in visual WM suggest that when a set of items (e.g., a circle and a square) are compared with one or more relations (e.g., larger, left of, above), what takes up space is the set of items rather …