Providing explanations of language comprehension requires models that describe language processing and display strong systematicity. Although various extensions of connectionist models have been suggested in order to account for this phenomenon, we found that even a simple recurrent network that had been trained in a way that can be considered 'standard', could display strong systematicity. This ability was found to result from informative word representations that developed in the network
Recurrent connectionist models, such as the simple recurrent network (SRN, Elman, 1991), have been s...
The emphasis in the connectionist sentence-processing literature on distributed representation and e...
Linguists have known that adults (and perhaps even children) are systematic to a significant degree ...
Providing explanations of language comprehension requires models that describe language processing a...
There is considerable debate about the amount and kind of systematicity displayed by neural networks...
Decades of studies trying to define the extent to which artificial neural networks can exhibit syste...
Connectionist models of sentence processing must learn to behave systematically by generalizing from...
As potential candidates for explaining human cognition, connectionist models of sentence processing ...
Abstract. In this paper three problems for a connectionist account of language are considered: 1. Wh...
Fodor and Pylyshyn [Fodor, J. A., & Pylyshyn, Z. W. (1988). Connectionism and cognitive architecture...
Fodor and Pylyshyn [Fodor, J. A., & Pylyshyn, Z. W. (1988). Connectionism and cognitive architecture...
Decades of studies trying to define the extent to which artificial neural networks can exhibit syst...
Contains fulltext : 76761.pdf (publisher's version ) (Closed access)Fodor and Pyly...
This thesis presents two connectionist models, which can learn the thematic roles of words in senten...
The emphasis in the connectionist sentence-processing literature on distributed representation and e...
Recurrent connectionist models, such as the simple recurrent network (SRN, Elman, 1991), have been s...
The emphasis in the connectionist sentence-processing literature on distributed representation and e...
Linguists have known that adults (and perhaps even children) are systematic to a significant degree ...
Providing explanations of language comprehension requires models that describe language processing a...
There is considerable debate about the amount and kind of systematicity displayed by neural networks...
Decades of studies trying to define the extent to which artificial neural networks can exhibit syste...
Connectionist models of sentence processing must learn to behave systematically by generalizing from...
As potential candidates for explaining human cognition, connectionist models of sentence processing ...
Abstract. In this paper three problems for a connectionist account of language are considered: 1. Wh...
Fodor and Pylyshyn [Fodor, J. A., & Pylyshyn, Z. W. (1988). Connectionism and cognitive architecture...
Fodor and Pylyshyn [Fodor, J. A., & Pylyshyn, Z. W. (1988). Connectionism and cognitive architecture...
Decades of studies trying to define the extent to which artificial neural networks can exhibit syst...
Contains fulltext : 76761.pdf (publisher's version ) (Closed access)Fodor and Pyly...
This thesis presents two connectionist models, which can learn the thematic roles of words in senten...
The emphasis in the connectionist sentence-processing literature on distributed representation and e...
Recurrent connectionist models, such as the simple recurrent network (SRN, Elman, 1991), have been s...
The emphasis in the connectionist sentence-processing literature on distributed representation and e...
Linguists have known that adults (and perhaps even children) are systematic to a significant degree ...