Connectionist perspectives on language learning, representation and processing

MF Joanisse, JL McClelland - Wiley Interdisciplinary Reviews …, 2015 - Wiley Online Library
The field of formal linguistics was founded on the premise that language is mentally
represented as a deterministic symbolic grammar. While this approach has captured many …

Emergentism, connectionism and language learning

NC Ellis - Language learning, 1998 - Wiley Online Library
This review summarizes a range of theoretical approaches to language acquisition. It argues
that language representations emerge from interactions at all levels from brain to society …

[图书][B] Connectionist psycholinguistics

MH Christiansen, N Chater - 2001 - books.google.com
Setting forth the state of the art, leading researchers present a survey on the fast-developing
field of Connectionist Psycholinguistics: using connectionist or neural networks, which are …

Connectionist sentence processing in perspective

M Steedman - Cognitive Science, 1999 - Elsevier
The emphasis in the connectionist sentence-processing literature on distributed
representation and emergence of grammar from such systems can easily obscure the often …

Connectionist natural language processing: The state of the art

MH Christiansen, N Chater - Cognitive science, 1999 - Wiley Online Library
This Special Issue on Connectionist Models of Human Language Processing provides an
opportunity for an appraisal both of specific connectionist models and of the status and utility …

Connectionist models of language processing

DLT Rohde, DC Plaut - Cognitive Studies: Bulletin of the Japanese …, 2003 - jstage.jst.go.jp
Traditional approaches to language processing have been based on explicit, discrete
representations which are difficult to learn from a reasonable linguistic environment—hence …

Structured connectionist models of language, cognition and action

N Chang, J Feldman, S Narayanan - Modeling Language, Cognition …, 2005 - World Scientific
Abstract The Neural Theory of Language project aims to build structured connectionist
models of language and cognition consistent with constraints from all domains and at all …

On language and connectionism: Analysis of a parallel distributed processing model of language acquisition

S Pinker, A Prince - Cognition, 1988 - Elsevier
Does knowledge of language consist of mentally-represented rules? Rumelhart and
McClelland have described a connectionist (parallel distributed processing) model of the …

[PDF][PDF] Connections and symbols: closing the gap

B MacWhinney - Cognition, 1993 - Citeseer
Ling and Marinov (L & M) have constructed an interesting symbolic alternative to current
connectionist models of language acquisition. The kind of detailed comparison of …

[图书][B] Subsymbolic natural language processing: An integrated model of scripts, lexicon, and memory

R Miikkulainen - 1993 - books.google.com
Risto Miikkulainen draws on recent connectionist work in language comprehension tocreate
a model that can understand natural language. Using the DISCERN system as an example …