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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 11 of 11 1 Characterizing Idioms: Conventionality and Contingency ... Socolof, Michaela; Cheung, Jackie Chi Kit; Wagner, Michael. - : arXiv, 2021 BASE Show details 2 Linguistic Dependencies and Statistical Dependence ... Hoover, Jacob Louis; Sordoni, Alessandro; Du, Wenyu. - : arXiv, 2021 BASE Show details 3 Probing Linguistic Systematicity ... Goodwin, Emily; Sinha, Koustuv; O'Donnell, Timothy J.. - : arXiv, 2020 Abstract: Recently, there has been much interest in the question of whether deep natural language understanding models exhibit systematicity; generalizing such that units like words make consistent contributions to the meaning of the sentences in which they appear. There is accumulating evidence that neural models often generalize non-systematically. We examined the notion of systematicity from a linguistic perspective, defining a set of probes and a set of metrics to measure systematic behaviour. We also identified ways in which network architectures can generalize non-systematically, and discuss why such forms of generalization may be unsatisfying. As a case study, we performed a series of experiments in the setting of natural language inference (NLI), demonstrating that some NLU systems achieve high overall performance despite being non-systematic. ... : To appear at ACL2020, 9 pages, 2 figures ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2005.04315 https://arxiv.org/abs/2005.04315 BASE Hide details 4 CLOSURE: Assessing Systematic Generalization of CLEVR Models ... Bahdanau, Dzmitry; de Vries, Harm; O'Donnell, Timothy J.. - : arXiv, 2019 BASE Show details 5 Psych verbs, the Linking Problem, and the Acquisition of Language Hartshorne, Joshua K.; O'Donnell, Timothy J.; Sudo, Yasutada. - 2016 BASE Show details 6 Productivity and reuse in language : a theory of linguistic computation and storage electronic resource O'Donnell, Timothy J.. - Cambridge, Massachusetts : MIT Press, 2015, [2015]©2015 MPI für Psycholinguistik Show details 7 Productivity and reuse in language : a theory of linguistic computation and storage O'Donnell, Timothy J.. - Cambridge, Mass. [u.a.] : The MIT Press, 2015 Leibniz-Zentrum Allgemeine Sprachwissenschaft Show details 8 Productivity and reuse in language : a theory of linguistic computation and storage O'Donnell, Timothy J.. - Cambridge, Mass. [u.a.] : The MIT Press, 2015 IDS Mannheim Show details 9 Productivity and reuse in language : a theory of linguistic computation and storage O'Donnell, Timothy J.. - London, England : The MIT Press, 2015 BLLDB UB Frankfurt Linguistik Show details 10 Linking Meaning to Language: Linguistic Universals and Variation O'Donnell, Timothy J.; Uruwashi, Miki; Hartshorne, Joshua Keiles. - : Cognitive Science Society, 2010 BASE Show details 11 Fragment Grammars: Exploring Computation and Reuse in Language O'Donnell, Timothy J.; Tenenbaum, Joshua B.; Goodman, Noah D.. - 2009 BASE Show details

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