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1
What Does BERT Look At? An Analysis of BERT's Attention ...
BASE
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2
Natural chunk-and-pass language processing: Just another joint source-channel coding model?
Clark, Kevin B.. - : Taylor & Francis, 2018
Abstract: A recent theoretical treatment by Christiansen and Chater attempts to address fundamental challenges significant to language processing and evolution with one major operational constraint called the “Now-or-Never” bottleneck. The authors' “Chunk-and-Pass” processing putatively mitigates the severe multilevel Now-or-Never bottleneck via fast linguistic coding and compression, hierarchical language representation and pattern duality, and incrementally learned item-based predictions useful for grammaticalization over wide spacetime scales. Despite being a promising explanation of language processes, structure, and development, the Chunk-and-Pass model manages the Now-or-Never constraint with seeming reliance on optimal joint source-channel coding, a set of computational attributes for natural and artificial speech based on Shannon's noisy channel theorems. Restating the Now-or-Never bottleneck with information-theoretic source-channel capacity limitations stresses tradeoffs inherent in the authors' model involving multilevel lossy code-transmission rate and security. Such attributes render evolvable associative networks capable of Chunk-and-Pass speech acquisition, recognition, generation, and adaptation, suggesting Chunk-and-Pass processing represents a special case of joint source-channel coding.
Keyword: Commentary
URL: https://doi.org/10.1080/19420889.2018.1445899
http://www.ncbi.nlm.nih.gov/pubmed/30083286
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6067867/
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3
Improving Coreference Resolution by Learning Entity-Level Distributed Representations ...
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4
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora ...
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5
Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health ...
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6
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
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7
Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health
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8
Social biases determine spatiotemporal sparseness of ciliate mating heuristics
Clark, Kevin B.. - : Landes Bioscience, 2012
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9
Metaphors we teach by: An embodied cognitive analysis of No Child Left Behind
In: Semiotica. - Berlin ; Boston : De Gruyter Mouton 161 (2006) 1-4, 265
OLC Linguistik
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10
Metaphors we teach by : an embodied cognitive analysis of 'No Child Left Behind'
In: Semiotica. - Berlin ; Boston : De Gruyter Mouton 161 (2006) 1-4, 265-289
BLLDB
OLC Linguistik
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11
Discourse deficits following right hemisphere damage in deaf signers
In: Brain & language. - Orlando, Fla. [u.a.] : Elsevier 66 (1999) 2, 233-248
BLLDB
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12
On Pierre Klossowski and the problem of transcription
In: MLN. - Baltimore, Md. : Johns Hopkins Univ. Press 97 (1982) 4, 827-839
BLLDB
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