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Computational analyses of the topics, sentiments, literariness, creativity and beauty of texts in a large Corpus of English Literature ...
BASE
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2
Computational Models of Readers' Apperceptive Mass
In: Front Artif Intell (2022)
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3
Modelling brain representations of abstract concepts
In: PLoS Comput Biol (2022)
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4
Handbook of empirical literary studies
Kuiken, Don (Herausgeber); Jacobs, Arthur M. (Herausgeber); Kuiken, Donald (Herausgeber). - Berlin : De Gruyter, 2021
UB Frankfurt Linguistik
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5
Neural processing of vision and language in kindergarten is associated with prereading skills and predicts future literacy ...
Liebig, Johanna; Froehlich, Eva; Sylvester, Teresa. - : Freie Universität Berlin, 2021
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6
Neural correlates of affective contributions to lexical decisions in children and adults ...
Sylvester, Teresa; Liebig, Johanna; Jacobs, Arthur M.. - : Freie Universität Berlin, 2021
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7
Neural correlates of affective contributions to lexical decisions in children and adults
In: Sci Rep (2021)
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8
From Abstract Symbols to Emotional (In-)Sights ... : An Eye Tracking Study on the Effects of Emotional Vignettes and Pictures ...
Usée, Franziska; Jacobs, Arthur M.; Lüdtke, Jana. - : Freie Universität Berlin, 2020
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9
Quasi Error-free Text Classification and Authorship Recognition in a large Corpus of English Literature based on a Novel Feature Set ...
Abstract: The Gutenberg Literary English Corpus (GLEC) provides a rich source of textual data for research in digital humanities, computational linguistics or neurocognitive poetics. However, so far only a small subcorpus, the Gutenberg English Poetry Corpus, has been submitted to quantitative text analyses providing predictions for scientific studies of literature. Here we show that in the entire GLEC quasi error-free text classification and authorship recognition is possible with a method using the same set of five style and five content features, computed via style and sentiment analysis, in both tasks. Our results identify two standard and two novel features (i.e., type-token ratio, frequency, sonority score, surprise) as most diagnostic in these tasks. By providing a simple tool applicable to both short poems and long novels generating quantitative predictions about features that co-determe the cognitive and affective processing of specific text categories or authors, our data pave the way for many future ... : 18 pages, 3 tables ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://arxiv.org/abs/2010.10801
https://dx.doi.org/10.48550/arxiv.2010.10801
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10
The Foregrounding Assessment Matrix: An interface for qualitative-quantitative interdisciplinary research ...
Gambino, Renata; Pulvirenti, Grazia; Sylvester, Teresa. - : Freie Universität Berlin, 2020
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11
What is the Difference? ... : Rereading Shakespeare’s Sonnets — an Eye Tracking Study ...
Xue, Shuwei; Lüdtke, Jana; Jacobs, Arthur M.. - : Freie Universität Berlin, 2020
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12
Computing the Affective-Aesthetic Potential of Literary Texts ...
Jacobs, Arthur M.; Kinder, Annette. - : Freie Universität Berlin, 2020
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13
Sentiment Analysis of Children and Youth Literature: Is There a Pollyanna Effect? ...
Jacobs, Arthur M.; Herrmann, Berenike; Lauer, Gerhard. - : Freie Universität Berlin, 2020
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14
From Abstract Symbols to Emotional (In-)Sights: An Eye Tracking Study on the Effects of Emotional Vignettes and Pictures
In: Front Psychol (2020)
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15
What Is the Difference? Rereading Shakespeare’s Sonnets —An Eye Tracking Study
Xue, Shuwei; Jacobs, Arthur M.; Lüdtke, Jana. - : Frontiers Media S.A., 2020
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16
Reading Shakespeare sonnets ... : Combining quantitative narrative analysis and predictive modeling - an eye tracking study ...
Xue, Shuwei; Lüdtke, Jana; Sylvester, Teresa. - : Freie Universität Berlin, 2019
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17
Reading Shakespeare Sonnets: Combining Quantitative Narrative Analysis and Predictive Modeling —an Eye Tracking Study
In: J Eye Mov Res (2019)
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18
A model-guided dissociation between subcortical and cortical contributions to word recognition
Braun, Mario; Kronbichler, Martin; Richlan, Fabio. - : Nature Publishing Group UK, 2019
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19
The Sound of Words Evokes Affective Brain Responses ...
Aryani, Arash; Hsu, Chun-Ting; Jacobs, Arthur M.. - : Freie Universität Berlin, 2018
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20
Affective Congruence between Sound and Meaning of Words Facilitates Semantic Decision ...
Aryani, Arash; Jacobs, Arthur M.. - : Freie Universität Berlin, 2018
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