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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 BASE Show details 3 What is not where: the challenge of integrating spatial representations into deep learning architectures ... Kelleher, John D.; Dobnik, Simon. - : arXiv, 2018 Abstract: This paper examines to what degree current deep learning architectures for image caption generation capture spatial language. On the basis of the evaluation of examples of generated captions from the literature we argue that systems capture what objects are in the image data but not where these objects are located: the captions generated by these systems are the output of a language model conditioned on the output of an object detector that cannot capture fine-grained location information. Although language models provide useful knowledge for image captions, we argue that deep learning image captioning architectures should also model geometric relations between objects. ... : 15 pages, 10 figures, Appears in CLASP Papers in Computational Linguistics Vol 1: Proceedings of the Conference on Logic and Machine Learning in Natural Language (LaML 2017), pp. 41-52 ... 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://arxiv.org/abs/1807.08133 https://dx.doi.org/10.48550/arxiv.1807.08133 BASE Hide 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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