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pro vyhledávání: '"Holyoak, Keith"'
We recently reported evidence that large language models are capable of solving a wide range of text-based analogy problems in a zero-shot manner, indicating the presence of an emergent capacity for analogical reasoning. Two recent commentaries have
Externí odkaz:
http://arxiv.org/abs/2404.13070
Recent advances in the performance of large language models (LLMs) have sparked debate over whether, given sufficient training, high-level human abilities emerge in such generic forms of artificial intelligence (AI). Despite the exceptional performan
Externí odkaz:
http://arxiv.org/abs/2308.01497
The recent advent of large language models has reinvigorated debate over whether human cognitive capacities might emerge in such generic models given sufficient training data. Of particular interest is the ability of these models to reason about nove
Externí odkaz:
http://arxiv.org/abs/2212.09196
Human reasoning is grounded in an ability to identify highly abstract commonalities governing superficially dissimilar visual inputs. Recent efforts to develop algorithms with this capacity have largely focused on approaches that require extensive di
Externí odkaz:
http://arxiv.org/abs/2209.15087
Publikováno v:
In Cognitive Psychology June 2024 151
Is analogical reasoning a task that must be learned to solve from scratch by applying deep learning models to massive numbers of reasoning problems? Or are analogies solved by computing similarities between structured representations of analogs? We a
Externí odkaz:
http://arxiv.org/abs/2105.07065
The QAnon conspiracy posits that Satan-worshiping Democrats operate a covert child sex-trafficking operation, which Donald Trump is destined to expose and annihilate. Emblematic of the ease with which political misconceptions can spread through socia
Externí odkaz:
http://arxiv.org/abs/2105.04632
The human ability to flexibly reason using analogies with domain-general content depends on mechanisms for identifying relations between concepts, and for mapping concepts and their relations across analogs. Building on a recent model of how semantic
Externí odkaz:
http://arxiv.org/abs/2103.16704
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