On Improving the Accuracy of Readability Classification using Insights from Second Language Acquisition

Keywords

Readability, Computer science, Natural language processing, Artificial intelligence, Sentence

References

• Tregex and Tsurgeon: tools for querying and manipulating tree data structuresRoger Lévy, Galen Andrew — 2006
• Automatic Readability AssessmentMatt Huenerfauth, Lijun Feng — 2010
• Improved Inference for Unlexicalized ParsingSlav Petrov, Dan Klein — 2007
• The DARPA Machine Reading Program - Encouraging Linguistic and Reasoning Research with a Series of Reading TasksStephanie Strassel, Dan Adams, Henry G. Goldberg — 2010
• A Language Modeling Approach to Predicting Reading DifficultyKevyn Collins‐Thompson, James P. Callan — 2004
• Readability Assessment for Text SimplificationSandra Maria Aluísio — 2010
• A Readability Checker with Supervised Learning Using Deep IndicatorsTim vor der Brück, Sven Hartrumpf, Hermann Helbig — 2008
• Derivation of New Readability Formulas (Automated Readability Index, Fog Count and Flesch Reading Ease Formula) for Navy Enlisted PersonnelJ. Peter Kincaid, Jr. Fishburne, Rogers Robert P. — 1975
• Readability revisited : the new Dale-Chall readability formulaJeanne S. Chall, Edgar Dale — 1995
• Combining Lexical and Grammatical Features to Improve Readability Measures for First and Second Language TextsMichael Heilman, Kevyn Collins‐Thompson, Jamie Callan — 2007
• READ–IT: Assessing Readability of Italian Texts with a View to Text SimplificationFelice Dell’Orletta⋄, Simonetta Montemagni⋄, Giulia Venturi⋄ — 2011
• The Classic Readability Studies.William H. DuBay — 2007
• On the Contribution of MWE-based Features to a Readability Formula for French as a Foreign LanguageThomas François, Patrick Watrin — 2011
• An Analysis of Statistical Models and Features for Reading Difficulty PredictionMichael Heilman, Kevyn Collins‐Thompson, Maxine Eskénazi — 2008
• Automatic analysis of syntactic complexity in second language writingXiaofei Lu — 2010
• The Relationship of Lexical Richness to the Quality of ESL Learners' Oral Narratives.Xiaofei Lu — 2012
• A Corpus-Based Evaluation of Syntactic Complexity Measures as Indices of College-Level ESL Writers' Language DevelopmentXiaofei Lu — 2011
• A computer readability formula designed for machine scoring.Meri Coleman, Ta Lin Liau — 1975
• A statistical model for scientific readabilityLuo Si, Jamie Callan — 2001
• A Linguistic Analysis of Simplified and Authentic TextsScott A. Crossley, Max M. Louwerse, Philip M. McCarthy — 2007

Cited by

• Automatic Readability Detection for Modern Standard ArabicJonathan Neil Forsyth — 2014
• A Trilingual Learner Corpus illustrating European Reference LevelsAndrea Abel — 2014
• Lexical Tightness and Text ComplexityMichael Flor, Beata Beigman Klebanov, Kathleen M. Sheehan — 2013
• An analysis of a French as a Foreign Language Corpus for Readability AssessmentThomas François — 2014
• Accessible Texts for Autism: An Eye-Tracking StudyVictoria Yaneva, Irina Temnikova, Ruslan Mitkov — 2015
• Readability assessment for text simplification: From analysing documents to identifying sentential simplificationsSowmya Vajjala, Detmar Meurers — 2014
• Assessing document and sentence readability in less resourced languages and across textual genresFelice Dell’Orletta⋄, Simonetta Montemagni⋄, Giulia Venturi⋄ — 2014
• Subspace Similarity-Based Algorithm for Combine Multiple ClusteringSen Xu, Xianfeng Li, Rong Chen — 2013
• Computational Assessment of Text Readability: A Survey of Current and Future Research Running title: Computational Assessment of Text ReadabilityKevyn Collins‐Thompson — 2014
• Feature-Based Assessment of Text ReadabilityLixiao Zhang, Zaiying Liu, Jun Ni — 2013
• Associative Lexical Cohesion as a factor in Text ComplexityMichael Flor, Beata Beigman Klebanov — 2014
• Readability for foreign language learning: the importance of cognatesLisa Beinborn, Torsten Zesch, Iryna Gurevych — 2014
• Identification of Fake Reviews Using New Set of Lexical and Syntactic FeaturesRupesh Kumar Dewang, Anil Kumar Singh — 2015
• Automatic word stress annotation of Russian unrestricted textRobert Reynolds, Francis M. Tyers — 2015
• Simple, readable sub-sentencesSigrid Klerke, Anders Søgaard — 2013
• On The Applicability of Readability Models to Web TextsSowmya Vajjala, Detmar Meurers — 2013
• Automatic Selection of Suitable Sentences for Language Learning ExercisesIldikó Pilán, Elena Volodina, Richard Johansson — 2013
• The repetition rate of text as a predictor of the effectiveness of machine translation adaptationMauro Cettolo, Nicola Bertoldi, Marcello Federico — 2014
• Exploring the Role of Phraseological Knowledge in Foreign Language ReadingBenjamin Kremmel, Tineke Brunfaut, J. Charles Alderson — 2015
• A Quantitative Insight into the Impact of Translation on ReadabilityAlina Maria Ciobanu, Liviu P. Dinu — 2014

Related papers

• Reading Level Assessment Using Support Vector Machines and Statistical Language ModelsSarah Schwarm, Mari Ostendorf — 2005
• Derivation of New Readability Formulas (Automated Readability Index, Fog Count and Flesch Reading Ease Formula) for Navy Enlisted PersonnelJ. Peter Kincaid, Jr. Fishburne, Rogers Robert P. — 1975
• Revisiting Readability: A Unified Framework for Predicting Text QualityEmily Pitler, Ani Nenkova — 2008
• Combining Lexical and Grammatical Features to Improve Readability Measures for First and Second Language TextsMichael Heilman, Kevyn Collins‐Thompson, Jamie Callan — 2007
• Readability Classification for German using Lexical, Syntactic, and Morphological FeaturesJulia Hancke, Sowmya Vajjala, Detmar Meurers — 2012
• A Comparison of Features for Automatic Readability AssessmentLijun Feng, Martin Jansche, Matt Huenerfauth — 2010
• An “AI readability” Formula for French as a Foreign LanguageThomas François, Cédrick Fairon — 2012
• Text Readability Assessment for Second Language LearnersMenglin Xia, Ekaterina Kochmar, Ted Briscoe — 2016
• A statistical model for scientific readabilityLuo Si, Jamie Callan — 2001
• A new readability yardstick.Rudolph Flesch — 1948