DE eng

Search in the Catalogues and Directories

Hits 1 – 18 of 18

1
Unsupervised Text Segmentation Predicts Eye Fixations During Reading
In: Front Artif Intell (2022)
Abstract: Words typically form the basis of psycholinguistic and computational linguistic studies about sentence processing. However, recent evidence shows the basic units during reading, i.e., the items in the mental lexicon, are not always words, but could also be sub-word and supra-word units. To recognize these units, human readers require a cognitive mechanism to learn and detect them. In this paper, we assume eye fixations during reading reveal the locations of the cognitive units, and that the cognitive units are analogous with the text units discovered by unsupervised segmentation models. We predict eye fixations by model-segmented units on both English and Dutch text. The results show the model-segmented units predict eye fixations better than word units. This finding suggests that the predictive performance of model-segmented units indicates their plausibility as cognitive units. The Less-is-Better (LiB) model, which finds the units that minimize both long-term and working memory load, offers advantages both in terms of prediction score and efficiency among alternative models. Our results also suggest that modeling the least-effort principle for the management of long-term and working memory can lead to inferring cognitive units. Overall, the study supports the theory that the mental lexicon stores not only words but also smaller and larger units, suggests that fixation locations during reading depend on these units, and shows that unsupervised segmentation models can discover these units.
Keyword: Artificial Intelligence
URL: https://doi.org/10.3389/frai.2022.731615
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8905434/
BASE
Hide details
2
Simulating Code-switching Using a Neural Network Model of Bilingual Sentence Production [<Journal>]
Tsoukala, Chara [Verfasser]; Broersma, Mirjam [Verfasser]; van den Bosch, Antal [Verfasser].
DNB Subject Category Language
Show details
3
Uncovering the language of wine experts
BASE
Show details
4
Less is Better: A cognitively inspired unsupervised model for language segmentation ...
BASE
Show details
5
Discovering the Language of Wine Reviews: A Text Mining Account
BASE
Show details
6
Enhancing access to online education: quality machine translation of MOOC content
In: Kordoni, Valia, van den Bosch, Antal orcid:0000-0003-2493-656X , Kermanidis, Katia Lida orcid:0000-0002-3270-5078 , Sosoni, Vilelmini orcid:0000-0002-9583-4651 , Cholakov, Kostadin, Hendrickx, Iris, Huck, Matthias and Way, Andy orcid:0000-0001-5736-5930 (2016) Enhancing access to online education: quality machine translation of MOOC content. In: Tenth International Conference on Language Resources and Evaluation (LREC 2016), 23-28 May 2016, Portorož, Slovenia. ISBN 978-2-9517408-9-1 (2016)
BASE
Show details
7
The Love Equation: Computational Modeling of Romantic Relationships in French Classical Drama
Karsdorp, Folgert; Kestemont, Mike; van den Bosch, Antal. - : Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 2015. : OASIcs - OpenAccess Series in Informatics. 6th Workshop on Computational Models of Narrative (CMN 2015), 2015
BASE
Show details
8
Animacy Detection in Stories
Karsdorp, Folgert; van der Meulen, Marten; Meder, Theo. - : Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 2015. : OASIcs - OpenAccess Series in Informatics. 6th Workshop on Computational Models of Narrative (CMN 2015), 2015
BASE
Show details
9
Animacy Detection in Stories ...
Karsdorp, Folgert; Van Der Meulen, Marten; Meder, Theo. - : Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH, Wadern/Saarbruecken, Germany, 2015
BASE
Show details
10
Enabling the Discovery of Digital Cultural Heritage Objects through Wikipedia
Clough, Paul; Hall, Mark Michael; Agirre, Eneko. - : Association for Computational Linguistics, 2012
BASE
Show details
11
Language Technology for Cultural Heritage : Selected Papers from the LaTeCH Workshop Series
Sporleder, Caroline; van den Bosch, Antal; Zervanou, Kalliopi. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2011
UB Frankfurt Linguistik
Show details
12
Strategies for reducing and correcting OCR errors
In: Volk, Martin; Furrer, Lenz; Sennrich, Rico (2011). Strategies for reducing and correcting OCR errors. In: Sporleder, Caroline; van den Bosch, Antal; Zervanou, Kalliopi. Language Technology for Cultural Heritage. Berlin: Springer, 3-22. (2011)
BASE
Show details
13
Supertags as source language context in hierarchical phrase-based SMT
In: Haque, Rejwanul orcid:0000-0003-1680-0099 , Kumar Naskar, Sudip, van den Bosch, Antal and Way, Andy orcid:0000-0001-5736-5930 (2010) Supertags as source language context in hierarchical phrase-based SMT. In: AMTA 2010 - 9th Conference of the Association for Machine Translation in the Americas, 31 October - 4 November 2010, Denver, CO, USA. (2010)
BASE
Show details
14
Book Reviews
In: Natural language engineering. - Cambridge : Cambridge University Press 15 (2009) 2, 309
OLC Linguistik
Show details
15
Corpus linguistics : an international handbook 2. 2
In: 2 (2009), S. 855-874
Leibniz-Zentrum Allgemeine Sprachwissenschaft
Show details
16
Dependency relations as source context in phrase-based SMT
In: Haque, Rejwanul orcid:0000-0003-1680-0099 , Naskar, Sudip Kumar, van den Bosch, Antal and Way, Andy orcid:0000-0001-5736-5930 (2009) Dependency relations as source context in phrase-based SMT. In: PACLIC 23 - the 23rd Pacific Asia Conference on Language, Information and Computation, 3-5 December 2009, Hong Kong. (2009)
BASE
Show details
17
Letter to the Editor //
In: Computational linguistics. - Cambridge, Mass. : MIT Press 33 (2007) 1, 1
OLC Linguistik
Show details
18
A memory-based classification approach to marker-based EBMT
In: van den Bosch, Antal, Stroppa, Nicolas and Way, Andy orcid:0000-0001-5736-5930 (2007) A memory-based classification approach to marker-based EBMT. In: METIS-II Workshop on New Approaches to Machine Translation, 11 January 2007, Leuven, Belgium. (2007)
BASE
Show details

Catalogues
1
0
2
0
1
0
1
Bibliographies
0
0
0
0
0
0
0
0
0
Linked Open Data catalogues
0
Online resources
0
0
0
0
Open access documents
13
0
0
0
0
© 2013 - 2024 Lin|gu|is|tik | Imprint | Privacy Policy | Datenschutzeinstellungen ändern