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    NAACL
    2004
    105views Computational Linguistics» more  NAACL 2004»
    A Language Modeling Approach to Predicting Reading Difficulty
    13 years 5 months ago
    A Language Modeling Approach to Predicting Reading Difficulty
    Download  www.cs.cmu.edu
    We demonstrate a new research approach to the problem of predicting the reading difficulty of a text passage, by recasting readability in terms of statistical language modeling. W...
    Kevyn Collins-Thompson, James P. Callan
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    NAACL
    2007
    130views Computational Linguistics» more  NAACL 2007»
    Combining Lexical and Grammatical Features to Improve Readability Measures for First and Second Language Texts
    13 years 6 months ago
    Combining Lexical and Grammatical Features to Improve Readability Measures for First and Second Language Texts
    Download  reap.cs.cmu.edu
    This work evaluates a system that uses interpolated predictions of reading difficulty that are based on both vocabulary and grammatical features. The combined approach is compared...
    Michael Heilman, Kevyn Collins-Thompson, Jamie Cal...
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    ACL
    2010
    99views Computational Linguistics» more  ACL 2010»
    Syntactic and Semantic Factors in Processing Difficulty: An Integrated Measure
    13 years 2 months ago
    Syntactic and Semantic Factors in Processing Difficulty: An Integrated Measure
    Download  aclweb.org
    The analysis of reading times can provide insights into the processes that underlie language comprehension, with longer reading times indicating greater cognitive load. There is e...
    Jeff Mitchell, Mirella Lapata, Vera Demberg, Frank...
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    ACL
    2008
    102views Computational Linguistics» more  ACL 2008»
    Surprising Parser Actions and Reading Difficulty
    13 years 6 months ago
    Surprising Parser Actions and Reading Difficulty
    Download  aclweb.org
    An incremental dependency parser's probability model is entered as a predictor in a linear mixed-effects model of German readers' eye-fixation durations. This dependency...
    Marisa Ferrara Boston, John T. Hale, Reinhold Klie...
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    EMNLP
    2009
    115views Natural Language Processing» more  EMNLP 2009»
    Statistical Estimation of Word Acquisition with Application to Readability Prediction
    13 years 2 months ago
    Statistical Estimation of Word Acquisition with Application to Readability Prediction
    Download  research.microsoft.com
    Models of language learning play a central role in a wide range of applications: from psycholinguistic theories of how people acquire new word knowledge, to information systems th...
    Paul Kidwell, Guy Lebanon, Kevyn Collins-Thompson
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