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Träfflista för sökning "WFRF:(Falkenjack Johan) srt2:(2016)"

Search: WFRF:(Falkenjack Johan) > (2016)

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1.
  • Falkenjack, Johan, et al. (author)
  • An Exploratory Study on Genre Classification using Readability Features
  • 2016
  • In: The Sixth Swedish Language Technology Conference (SLTC).
  • Conference paper (peer-reviewed)abstract
    • We present a preliminary study that explores whether text features used for readability assessment are reliable genre-revealing features. We empirically explore the difference between genre and domain. We carry out two sets of experiments with both supervised and unsupervised methods. Findings on the Swedish national corpus (the SUC) show that readability cues are good indicators of genre variation.
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2.
  • Falkenjack, Johan, et al. (author)
  • Implicit readability ranking using the latent variable of a Bayesian Probit model
  • 2016
  • In: CL4LC 2016 - Computational Linguistics for Linguistic Complexity. - : Uppsala universitet Humanistisk-samhällsvetenskapliga vetenskapsområdet. - 9784879747099 ; , s. 104-112
  • Conference paper (peer-reviewed)abstract
    • Data driven approaches to readability analysis for languages other than English has been plagued by a scarcity of suitable corpora.  Often, relevant corpora consist only of easy-to-read texts with no  rank  information  or  empirical  readability  scores,  making  only  binary  approaches,  such  as classification, applicable.  We propose a Bayesian, latent variable, approach to get the most out of these kinds of corpora. In this paper we present results on using such a model for readability ranking. The model is evaluated on a preliminary corpus of ranked student texts with encourag- ing results.  We also assess the model by showing that it performs readability classification on par with a state of the art classifier while at the same being transparent enough to allow more sophisticated interpretations.
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  • Result 1-2 of 2
Type of publication
conference paper (2)
Type of content
peer-reviewed (2)
Author/Editor
Jönsson, Arne, 1955- (2)
Falkenjack, Johan (2)
Santini, Marina, 196 ... (1)
University
Linköping University (2)
RISE (1)
Language
English (2)
Research subject (UKÄ/SCB)
Natural sciences (2)
Year
2016 (2)Undo refine

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