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1
Language Models Explain Word Reading Times Better Than Empirical Predictability ...
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Language Models Explain Word Reading Times Better Than Empirical Predictability
In: Front Artif Intell (2022)
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3
Meditation affects word recognition of meditation novices
In: Psychol Res (2021)
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4
Zen meditation neutralizes emotional evaluation, but not implicit affective processing of words ...
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Zen meditation neutralizes emotional evaluation, but not implicit affective processing of words ...
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6
Individual corpora predict fast memory retrieval during reading ...
Abstract: The corpus, from which a predictive language model is trained, can be considered the experience of a semantic system. We recorded everyday reading of two participants for two months on a tablet, generating individual corpus samples of 300/500K tokens. Then we trained word2vec models from individual corpora and a 70 million-sentence newspaper corpus to obtain individual and norm-based long-term memory structure. To test whether individual corpora can make better predictions for a cognitive task of long-term memory retrieval, we generated stimulus materials consisting of 134 sentences with uncorrelated individual and norm-based word probabilities. For the subsequent eye tracking study 1-2 months later, our regression analyses revealed that individual, but not norm-corpus-based word probabilities can account for first-fixation duration and first-pass gaze duration. Word length additionally affected gaze duration and total viewing duration. The results suggest that corpora representative for an individual’s ...
Keyword: Cognitive Science; Computer and Information Science; Natural Language Processing; Neural Network
URL: https://dx.doi.org/10.48448/s2ss-x451
https://underline.io/lecture/6474-individual-corpora-predict-fast-memory-retrieval-during-reading
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Individual corpora predict fast memory retrieval during reading ...
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8
A Lexical Frequency Analysis of Irish Sign Language
In: Other Resources (2020)
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9
A Lexical Frequency Analysis of Irish Sign Language
In: Articles (2020)
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10
Zen meditation neutralizes emotional evaluation, but not implicit affective processing of words
Lusnig, Larissa; Radach, Ralph; Mueller, Christina J.. - : Public Library of Science, 2020
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11
Decomposing predictability: Semantic feature overlap between words and the dynamics of reading for meaning ...
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12
Sampling Techniques to Overcome Class Imbalance in a Cyberbullying Context
Hofmann, Markus; Colton, David. - : Universitat Politècnica de València, 2019
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13
A qualitative analysis of the Wikipedia N-Substate Algorithm's Enhancement Terms
Goslin, Kyle; Hofmann, Markus. - : Universitat Politècnica de València, 2019
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14
Non-Manual Articulators in Irish Sign Language Verbs: An Analysis with Data Mining Association Rules
In: Conference Papers (2018)
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15
Typography and individual experience in digital reading: Do readers’ eye movements adapt to poor justification?
Jarosch, Julian [Verfasser]; Schlesewsky, Matthias [Verfasser]; Füssel, Stephan [Verfasser]. - Mannheim : Leibniz-Institut für Deutsche Sprache (IDS), Bibliothek, 2017
DNB Subject Category Language
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16
Taking typography to experimental testing: On the influence of serifs, fonts and justification on eye movements in text reading
Jarosch, Julian [Verfasser]; Schlesewsky, Matthias [Verfasser]; Füssel, Stephan [Verfasser]. - Mannheim : Leibniz-Institut für Deutsche Sprache (IDS), Bibliothek, 2017
DNB Subject Category Language
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17
The two sides of prediction error in reading: on the relationship between eye movements and the N400 in sentence processing
Kretzschmar, Franziska [Verfasser]; Alday, Phillip M. [Verfasser]; Radach, Ralph [Herausgeber]. - Mannheim : Leibniz-Institut für Deutsche Sprache (IDS), Bibliothek, 2017
DNB Subject Category Language
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18
When readers pay attention to the left: A concurrent eyetracking-fMRI investigation on the neuronal correlates of regressive eye movements during reading
Weiß, Anna Fiona [Verfasser]; Kretzschmar, Franziska [Verfasser]; Nagels, Arne [Verfasser]. - Mannheim : Leibniz-Institut für Deutsche Sprache (IDS), Bibliothek, 2017
DNB Subject Category Language
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19
Sentiment Analysis: Comparative Analysis Of Multilingual Sentiment And Opinion Classification Techniques ...
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Sentiment Analysis: Comparative Analysis Of Multilingual Sentiment And Opinion Classification Techniques ...
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