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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 – 10 of 10 1 Local Alignment of Frame of Reference Assignment in English and Swedish Dialogue Dobnik, Simon; Kelleher, John D.; Howes, Christine In: Conference papers (2020) BASE Show details 2 Modular Mechanistic Networks: On Bridging Mechanistic and Phenomenological Models with Deep Neural Networks in Natural Language Processing ... Dobnik, Simon; Kelleher, John D.. - : arXiv, 2018 Abstract: Natural language processing (NLP) can be done using either top-down (theory driven) and bottom-up (data driven) approaches, which we call mechanistic and phenomenological respectively. The approaches are frequently considered to stand in opposition to each other. Examining some recent approaches in deep learning we argue that deep neural networks incorporate both perspectives and, furthermore, that leveraging this aspect of deep learning may help in solving complex problems within language technology, such as modelling language and perception in the domain of spatial cognition. ... : 18 pages, 1 figure, Appears in CLASP Papers in Computational Linguistics Vol. 1: Proceedings of the Conference on Logic and Machine Learning in Natural Language (LaML 2017) ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG; Machine Learning stat.ML; Neural and Evolutionary Computing cs.NE URL: https://dx.doi.org/10.48550/arxiv.1807.09844 https://arxiv.org/abs/1807.09844 BASE Hide details 3 What is not where: the challenge of integrating spatial representations into deep learning architectures ... Kelleher, John D.; Dobnik, Simon. - : arXiv, 2018 BASE Show details 4 Exploring the Functional and Geometric Bias of Spatial Relations Using Neural Language Models Dobnik, Simon; Ghanimifard, Mehdi; Kelleher, John D. In: Conference papers (2018) BASE Show details 5 Back to the Future: Logic and Machine Learning Kelleher, John D.; Dobnik, Simon In: Conference papers (2017) BASE Show details 6 Towards a Computational Model of Frame of Reference Alignment in Swedish Dialogue Dobnik, Simon; Howes, Christine; Kelleher, John D.... In: Conference papers (2016) BASE Show details 7 A Model for Attention-Driven Judgements in Type Theory with Records Dobnik, Simon; Kelleher, John D. In: Conference papers (2016) BASE Show details 8 Learning spatial referential words with mobile robots Dobnik, Simon In: UK Special Interest Group for Computational Linguistics. Proceedings of the UK Special Interest Group for Computational Linguistics. - [Wechselnde Verlagsorte] 9 (2006), 9-16 BLLDB Show details 9 Inductive learning of lexical semantics with typed unification grammars Kazakov, Dimitar; Dobnik, Simon In: Oxford University working papers in linguistics, philology and phonetics (Oxford, 2003), 8 ; p. 113-134 MPI für Psycholinguistik Show details 10 Inductive learning of lexical semantics with typed unification grammars Kazakov, Dimitar; Dobnik, Simon In: University of Oxford. Oxford University working papers in linguistics, philology and phonetics. - Oxford : Centre for Linguistics & Philology 8 (2003), 113-133 BLLDB Show details

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