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Panel: Should GPT-3 Have the Right to Free Speech? ...
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Referring in dialogue : alignment or construction?
Viethen, Jette; Dale, Robert; Guhe, Markus. - : Routledge, 2014
Abstract: Human speakers generally find it easy to refer to entities in such a way that their hearers can determine who or what is being talked about. In an attempt to model this behaviour, researchers in computational linguistics have explored the development of algorithms that operate in a deliberate manner, choosing attributes of an intended referent on the basis of their ability to distinguish that entity from its distractors. Psycholinguistic models, on the other hand, suggest that speakers align their referring expressions at several linguistic levels with those used previously in the discourse. This implies more subconscious reuse, and less deliberate choice, than is found in computational models of referring expression generation. Which of these is a more accurate characterisation of what people do? Do both models capture aspects of human referring behaviour? In this paper, we use a machine-learning approach to explore these questions. In our first study, we examine how underlying factors of the psycholinguistic and the computational models impact on the production of reference in dialogue. In our second study, we explore the psychological validity of another crucial aspect of some computational approaches to reference production: their serial dependency characteristic, whereby attributes are included in a referring expression based on which other attributes have already been chosen. The results of both studies suggest that the assumptions underpinning computational algorithms do not play a large role in people's referring behaviour. ; 25 page(s)
Keyword: alignment; computational modelling; machine learning; reference production
URL: http://hdl.handle.net/1959.14/331904
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Temporal expression recognition using dependency trees
Mazur, Pawel; Dale, Robert. - : Switzerland : Springer Verlag, 2014
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4
Complex Predicates in Arrernte
Dras, Mark; Lareau, François; Börschinger, Benjamin. - : Proceedings of the LFG12 Conference, 2012
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Complex predicates in Arrernte
Dras, Mark; Lareau, François; Börschinger, Benjamin. - : Stanford, CA : CSLI Publications, 2012
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HOO 2012 : a report on the preposition and determiner error correction shared task
Dale, Robert; Anisimoff, Ilya; Narroway, George. - : Stroudsburg, PA : Association for Computational Linguistics, 2012
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Using edit distance to analyse errors in a natural language to logic translation corpus
Barker-Plummer, Dave; Dale, Robert; Cox, Richard. - : International Educational Data Mining Society, 2012
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Complex Predicates in Arrernte ...
Dras, Mark; Lareau, François; Börschinger, Benjamin. - : Columbia University, 2012
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9
Proceedings of the EACL 2012 Workshop on Computational Linguistics and Writing: Linguistic and cognitive aspects of document creation and document engineering (CL&W 2012)
In: Proceedings of the EACL 2012 Workshop on Computational Linguistics and Writing: Linguistic and cognitive aspects of document creation and document engineering (CL&W 2012). Edited by: Piotrowski, Michael; Mahlow, Cerstin; Dale, Robert (2012). Stroudsburg, PA, USA: ACL. (2012)
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Using edit distance to analyse errors in a natural language to logic translation corpus
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11
Collocations in multilingual natural language generation : Lexical functions meet Lexical functional grammar
Lareau, Francois; Dras, Mark; Borschinger, Benjamin. - : Carlton, Vic : Australian Language Technology Association, 2011
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Computational linguistics
Dale, Robert. - : Oxford : Oxford University Press, 2011
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Generating subsequent reference in shared visual scenes : computation vs. re-use
Viethen, Jette; Dale, Robert; Guhe, Markus. - : Association for Computational Linguistics, 2011
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Helping our own : the HOO 2011 Pilot Shared Task
Dale, Robert; Kilgarriff, Adam. - : Association for Computational Linguistics (ACL), 2011
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Detecting interesting event sequences for sports reporting
Lareau, François; Dras, Mark; Dale, Robert. - : Association for Computational Linguistics (ACL), 2011
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Human communication science : a compendium
Dale, Robert; Burnham, Denis; Stevens, Catherine J. - : [Sydney] : HCSNet, 2011
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Building an audio-visual corpus of Australian English : large corpus collection with an economical portable and replicable Black Box
Burnham, Denis; Estival, Dominique; Goecke, Roland. - : International Speech Communication Association, 2011
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GRE3D7 : A Corpus of distinguishing descriptions for objects in visual scenes
Viethen, Jette; Dale, Robert. - : Association for Computational Linguistics (ACL), 2011
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The Impact of visual context on the content of referring expressions
Viethen, Jette; Dale, Robert; Guhe, Markus. - : Association for Computational Linguistics (ACL), 2011
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Building an audio-visual corpus of Australian English : large corpus collection with an economical portable and replicable Black Box
Burnham, Denis K. (R7357); Estival, Dominique (R16320); Fazio, Steven (R15706). - : Rundle Mall, S.A., Causal Productions, 2011
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