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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 – 9 of 9 1 Talkers account for listener and channel characteristics to communicate efficiently Pate, John K; Goldwater, Sharon. - : Elsevier, 2015 BASE Show details 2 A Computationally efficient algorithm for learning topical collocation models Zhao, Zhendong; Du, Lan; Börschinger, Benjamin; Pate, John K; Ciaramita, Massimiliano; Steedman, Mark; Johnson, Mark. - : Red Hook, New York : Association for Computational Linguistics, 2015 Abstract: Most existing topic models make the bagof-words assumption that words are generated independently, and so ignore potentially useful information about word order. Previous attempts to use collocations (short sequences of adjacent words) in topic models have either relied on a pipeline approach, restricted attention to bigrams, or resulted in models whose inference does not scale to large corpora. This paper studies how to simultaneously learn both collocations and their topic assignments. We present an efficient reformulation of the Adaptor Grammar-based topical collocation model (AG-colloc) (Johnson, 2010), and develop a point-wise sampling algorithm for posterior inference in this new formulation. We further improve the efficiency of the sampling algorithm by exploiting sparsity and parallelising inference. Experimental results derived in text classification, information retrieval and human evaluation tasks across a range of datasets show that this reformulation scales to hundreds of thousands of documents while maintaining the good performance of the AG-colloc model. ; 10 page(s) URL: http://hdl.handle.net/1959.14/1050286 BASE Hide details 3 Children's perception of dialect variation* WAGNER, LAURA; CLOPPER, CYNTHIA G.; PATE, JOHN K. In: Journal of child language. - Cambridge [u.a.] : Cambridge Univ. Press 41 (2014) 5, 1062-1084 OLC Linguistik Show details 4 Syllable weight encodes mostly the same information for English word segmentation as dictionary stress Pate, John K; Johnson, Mark. - : Doha, Qatar : Association for Computational Linguistics, 2014 BASE Show details 5 Children's perception of dialect variation Clopper, Cynthia G; Wagner, Laura; Pate, John K. - : Cambridge University Press, 2014 BASE Show details 6 Unsupervised dependency parsing with acoustic cues Pate, John K; Goldwater, Sharon. - : Association for Computational Linguistics, 2013 BASE Show details 7 Unsupervised syntactic chunking with acoustic cues : computational models for prosodic bootstrapping Pate, John K; Goldwater, Sharon. - : Madison, WI, USA : Association for Computational Linguistics, 2011 BASE Show details 8 Predictability effects in adult-directed and infant-directed speech : does the listener matter? Pate, John K; Goldwater, Sharon. - : Austin, TX : Cognitive Science Society, 2011 BASE Show details 9 Effects of talker and token variability on perceptual learning of dialect categories Clopper, Cynthia G; Pate, John K. - : Melville, New York : American Institute of Physics, 2008 BASE Show details

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