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1
Learning to Use Narrative Function Words for the Organization and Communication of Experience
In: Front Psychol (2021)
Abstract: How do people learn to talk about the causal and temporal relations between events, and the motivation behind why people do what they do? The narrative practice hypothesis of Hutto and Gallagher holds that children are exposed to narratives that provide training for understanding and expressing reasons for why people behave as they do. In this context, we have recently developed a model of narrative processing where a structured model of the developing situation (the situation model) is built up from experienced events, and enriched by sentences in a narrative that describe event meanings. The main interest is to develop a proof of concept for how narrative can be used to structure, organize and describe experience. Narrative sentences describe events, and they also define temporal and causal relations between events. These relations are specified by a class of narrative function words, including “because, before, after, first, finally.” The current research develops a proof of concept that by observing how people describe social events, a developmental robotic system can begin to acquire early knowledge of how to explain the reasons for events. We collect data from naïve subjects who use narrative function words to describe simple scenes of human-robot interaction, and then employ algorithms for extracting the statistical structure of how narrative function words link events in the situation model. By using these statistical regularities, the robot can thus learn from human experience about how to properly employ in question-answering dialogues with the human, and in generating canonical narratives for new experiences. The behavior of the system is demonstrated over several behavioral interactions, and associated narrative interaction sessions, while a more formal extended evaluation and user study will be the subject of future research. Clearly this is far removed from the power of the full blown narrative practice capability, but it provides a first step in the development of an experimental infrastructure for the study of socially situated narrative practice in human-robot interaction.
Keyword: Psychology
URL: https://doi.org/10.3389/fpsyg.2021.591703
http://www.ncbi.nlm.nih.gov/pubmed/33762991
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7982915/
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2
Narrative event segmentation in the cortical reservoir
In: PLoS Comput Biol (2021)
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3
Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration
In: NeurIPS 2020 - 34th Conference on Neural Information Processing Systems ; https://hal.archives-ouvertes.fr/hal-03083158 ; NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada (2020)
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4
Common Neural System for Sentence and Picture Comprehension Across Languages: A Chinese–Japanese Bilingual Study
In: ISSN: 1662-5161 ; Frontiers in Human Neuroscience ; https://hal.archives-ouvertes.fr/hal-03053184 ; Frontiers in Human Neuroscience, Frontiers, 2019, 13, ⟨10.3389/fnhum.2019.00380⟩ (2019)
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5
Common Neural System for Sentence and Picture Comprehension Across Languages: A Chinese–Japanese Bilingual Study
In: ISSN: 1662-5161 ; Frontiers in Human Neuroscience ; https://hal-univ-bourgogne.archives-ouvertes.fr/hal-02397005 ; Frontiers in Human Neuroscience, Frontiers, 2019, 13, pp.380. ⟨10.3389/fnhum.2019.00380⟩ ; https://www.frontiersin.org/articles/10.3389/fnhum.2019.00380/full (2019)
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6
Vers une communication homme-animal-machine? : Contribution interdisciplinaire
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7
Exploring the acquisition and production of grammatical constructions through human-robot interaction with echo state networks
Hinaut, Xavier; Petit, Maxime; Pointeau, Gregoire. - : Frontiers Media S.A., 2014
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8
Toward a second-person neuroscience : [including open peer commentary and authors' response]
Ho, S. Shaun (Komm.); Gallagher, Shaun (Komm.); Cole, Jonathan (Komm.)...
In: Behavioral and brain sciences. - New York, NY [u.a.] : Cambridge Univ. Press 36 (2013) 4, 393-414
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9
Such stuff as dreams are made on? Elaborative encoding, the ancient art of memory, and the hippocampus
In: Behavioral and brain sciences. - New York, NY [u.a.] : Cambridge Univ. Press 36 (2013) 6, 589-607
OLC Linguistik
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10
Reciprocity between second-person neuroscience and cognitive robotics
In: Behavioral and brain sciences. - New York, NY [u.a.] : Cambridge Univ. Press 36 (2013) 4, 418-419
OLC Linguistik
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11
A hippocampal indexing model of memory retrieval based on state trajectory reconstruction
In: Behavioral and brain sciences. - New York, NY [u.a.] : Cambridge Univ. Press 36 (2013) 6, 615-616
OLC Linguistik
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12
Real-Time Parallel Processing of Grammatical Structure in the Fronto-Striatal System: A Recurrent Network Simulation Study Using Reservoir Computing
In: ISSN: 1932-6203 ; EISSN: 1932-6203 ; PLoS ONE ; https://hal.inria.fr/hal-01968923 ; PLoS ONE, Public Library of Science, 2013, 8 (2), pp.e52946. ⟨10.1371/journal.pone.0052946⟩ (2013)
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13
Real-Time Parallel Processing of Grammatical Structure in the Fronto-Striatal System: A Recurrent Network Simulation Study Using Reservoir Computing
Hinaut, Xavier; Dominey, Peter Ford. - : Public Library of Science, 2013
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14
A cognitive neuroscience perspective on embodied language for human-robot cooperation
In: Brain & language. - Orlando, Fla. [u.a.] : Elsevier 112 (2010) 3, 180-188
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15
Neural network processing of natural language, (2), Towards a unified model of corticostriatal function in learning sentence comprehension and non-linguistic sequencing
In: Brain & language. - Orlando, Fla. [u.a.] : Elsevier 109 (2009) 2-3, 80-92
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16
Do you agree? Electrophysiological characterization of online agreement checking during the comprehension of correct French passive sentences
In: Journal of neurolinguistics. - Orlando, Fla. : Elsevier 20 (2007) 5, 395-421
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17
Do you agree? Electrophysiological characterization of online agreement checking during the comprehension of correct French passive sentences
In: ISSN: 0911-6044 ; Journal of Neurolinguistics ; https://hal.archives-ouvertes.fr/hal-01103347 ; Journal of Neurolinguistics, Elsevier, 2007, 20, pp.Issue : 5 Pages : 395-421. ⟨10.1016/j.jneuroling.2007.03.001⟩ (2007)
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18
A neurolinguistic model of grammatical construction processing
In: Journal of cognitive neuroscience. - Cambridge, Mass. : MIT Press Journals 18 (2006) 12, 2088-2107
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19
When Broca experiences the Janus syndrome: an ER-fMRI study comparing sentence comprehension and cognitive sequence processing.
In: ISSN: 0010-9452 ; Cortex ; https://www.hal.inserm.fr/inserm-00388970 ; Cortex, Elsevier, 2006, 42 (4), pp.605-23. ⟨10.1016/S0010-9452(08)70398-8⟩ (2006)
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20
Emergence of grammatical constructions : evidence from simulation and grounded agent experiments
In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 17 (2005) 3, 289-306
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OLC Linguistik
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