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Hits 1 – 10 of 10

1
Local Alignment of Frame of Reference Assignment in English and Swedish Dialogue
In: Conference papers (2020)
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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
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3
What is not where: the challenge of integrating spatial representations into deep learning architectures ...
Kelleher, John D.; Dobnik, Simon. - : arXiv, 2018
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4
Exploring the Functional and Geometric Bias of Spatial Relations Using Neural Language Models
In: Conference papers (2018)
Abstract: The challenge for computational models of spatial descriptions for situated dialogue systems is the integration of information from different modalities. The semantics of spatial descriptions are grounded in at least two sources of information: (i) a geometric representation of space and (ii) the functional interaction of related objects that. We train several neural language models on descriptions of scenes from a dataset of image captions and examine whether the functional or geometric bias of spatial descriptions reported in the literature is reflected in the estimated perplexity of these models. The results of these experiments have implications for the creation of models of spatial lexical semantics for human-robot dialogue systems. Furthermore, they also provide an insight into the kinds of the semantic knowledge captured by neural language models trained on spatial descriptions, which has implications for image captioning systems.
Keyword: Artificial Intelligence and Robotics; Computational Linguistics; Computer Sciences; Linguistics
URL: https://arrow.tudublin.ie/airccon/10
https://arrow.tudublin.ie/cgi/viewcontent.cgi?article=1011&context=airccon
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5
Back to the Future: Logic and Machine Learning
In: Conference papers (2017)
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6
Towards a Computational Model of Frame of Reference Alignment in Swedish Dialogue
In: Conference papers (2016)
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7
A Model for Attention-Driven Judgements in Type Theory with Records
In: Conference papers (2016)
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8
Learning spatial referential words with mobile robots
In: UK Special Interest Group for Computational Linguistics. Proceedings of the UK Special Interest Group for Computational Linguistics. - [Wechselnde Verlagsorte] 9 (2006), 9-16
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9
Inductive learning of lexical semantics with typed unification grammars
In: Oxford University working papers in linguistics, philology and phonetics (Oxford, 2003), 8 ; p. 113-134
MPI für Psycholinguistik
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10
Inductive learning of lexical semantics with typed unification grammars
In: University of Oxford. Oxford University working papers in linguistics, philology and phonetics. - Oxford : Centre for Linguistics & Philology 8 (2003), 113-133
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