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Kevyn Collinsthompson.2014.Computational assessment of text readability:A survey of current and future research.International Journal of Applied Linguistics,165(2):97-135. R.Collobert and J.Weston.2008.A unified architecture for natural language processing:Deep neural networks with multitask learning.In Machine Learning,Proceedings of the Twenty-Fifth International Conference(ICML 2008),pages160-167. Ronan Collobert,Jason Weston,Leon Bottou,Michael Karlen,Koray Kavukcuoglu,and Pavel Kuksa.2011. Natural language processing (almost)from scratch.Journal of Machine Learning Research,12(Aug):2493- 2537. Edgar Dale and Jeanne S.Chall.1948.A formula for predicting readability.Educational Research Bulletin, 27(1):11-28. Scott Deerwester.1990.Indexing by latent semantic analysis.Journal of the Association for Information Science &Technology,41(6):391-407. Lijun Feng,Martin Jansche,Matt Huenerfauth,and Noemie Elhadad.2010.A comparison of features for auto- matic readability assessment.In Proceedings of the 23rd International Conference on Computational Linguis- tics:Posters,pages 276-284. Rudolph Flesch.1948.A new readability yardstick.Journal of applied psychology,32(3):221 Thomas Frangois and Cedrick Fairon.2012.An ai readability formula for french as a foreign language.In Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Compu- tational Natural Language Learning,pages 466-477. Itziar Gonzalez-Dios,Maria Jesus Aranzabe,Arantza Diaz de Ilarraza,and Haritz Salaberri.2014.Simple or complex?assessing the readability of basque texts.In Proceedings of the 25th International Conference on Computational Linguistics,pages 334-344 Palash Goyal and Emilio Ferrara.2017.Graph embedding techniques,applications,and performance:A survey. arXiv preprint arXiv:1705.02801. Aditya Grover and Jure Leskovec.2016.node2vec:Scalable feature learning for networks.In Proceedings of the 22nd ACM SIGKDD international conference on Knowledge discovery and data mining,pages 855-864. Robert Gunning.1952.The technique of clear writing.McGraw-Hill. Julia Hancke,Sowmya Vajjala,and Detmar Meurers.2012.Readability classification for german using lexical, syntactic,and morphological features.In Proceedings of the 24th International Conference on Computational Linguistics,pages 1063-1080. Michael Heilman,Collins-Thompson,Jamie Callan,and Maxine Eskenazi.2007.Combining lexical and gram- matical features to improve readability measures for first and second language texts.In Proceedings of NAACL HLT,pages 460-467. Michael Heilman,Kevyn Collins-Thompson,and Maxine Eskenazi.2008.An analysis of statistical models and features for reading difficulty prediction.In Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications,pages 71-79. Zhiwei Jiang,Gang Sun,Qing Gu,and Daoxu Chen.2014.An ordinal multi-class classification method for readability assessment of chinese documents.In Knowledge Science,Engineering and Management,pages 61-72.Springer. Zhiwei Jiang,Gang Sun,Qing Gu,Tao Bai,and Daoxu Chen.2015.A graph-based readability assessment method using word coupling.In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing,pages 411-420.Association for Computational Linguistics. Rohit J Kate,Xiaoqiang Luo,Siddharth Patwardhan,Martin Franz,Radu Florian,Raymond J Mooney,Salim Roukos,and Chris Welty.2010.Learning to predict readability using diverse linguistic features.In Proceedings of the 23rd International Conference on Computational Linguistics,pages 546-554. Paul Kidwell,Guy Lebanon,and Kevyn Collins-Thompson.2009.Statistical estimation of word acquisition with application to readability prediction.In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing,pages 900-909. 376376 Kevyn Collinsthompson. 2014. Computational assessment of text readability: A survey of current and future research. International Journal of Applied Linguistics, 165(2):97–135. R. Collobert and J. Weston. 2008. A unified architecture for natural language processing: Deep neural networks with multitask learning. In Machine Learning, Proceedings of the Twenty-Fifth International Conference(ICML 2008), pages 160–167. Ronan Collobert, Jason Weston, Leon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. 2011. ´ Natural language processing (almost) from scratch. Journal of Machine Learning Research, 12(Aug):2493– 2537. Edgar Dale and Jeanne S. Chall. 1948. A formula for predicting readability. Educational Research Bulletin, 27(1):11–28. Scott Deerwester. 1990. Indexing by latent semantic analysis. Journal of the Association for Information Science & Technology, 41(6):391–407. Lijun Feng, Martin Jansche, Matt Huenerfauth, and Noemie Elhadad. 2010. A comparison of features for auto- ´ matic readability assessment. In Proceedings of the 23rd International Conference on Computational Linguis￾tics: Posters, pages 276–284. Rudolph Flesch. 1948. A new readability yardstick. Journal of applied psychology, 32(3):221. Thomas Franc¸ois and Cedrick Fairon. 2012. An ai readability formula for french as a foreign language. In ´ Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Compu￾tational Natural Language Learning, pages 466–477. Itziar Gonzalez-Dios, Marıa Jesus Aranzabe, Arantza Dıaz de Ilarraza, and Haritz Salaberri. 2014. Simple or ´ complex? assessing the readability of basque texts. In Proceedings of the 25th International Conference on Computational Linguistics, pages 334–344. Palash Goyal and Emilio Ferrara. 2017. Graph embedding techniques, applications, and performance: A survey. arXiv preprint arXiv:1705.02801. Aditya Grover and Jure Leskovec. 2016. node2vec: Scalable feature learning for networks. In Proceedings of the 22nd ACM SIGKDD international conference on Knowledge discovery and data mining, pages 855–864. Robert Gunning. 1952. The technique of clear writing. McGraw-Hill. Julia Hancke, Sowmya Vajjala, and Detmar Meurers. 2012. Readability classification for german using lexical, syntactic, and morphological features. In Proceedings of the 24th International Conference on Computational Linguistics, pages 1063–1080. Michael Heilman, Collins-Thompson, Jamie Callan, and Maxine Eskenazi. 2007. Combining lexical and gram￾matical features to improve readability measures for first and second language texts. In Proceedings of NAACL HLT, pages 460–467. Michael Heilman, Kevyn Collins-Thompson, and Maxine Eskenazi. 2008. An analysis of statistical models and features for reading difficulty prediction. In Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications, pages 71–79. Zhiwei Jiang, Gang Sun, Qing Gu, and Daoxu Chen. 2014. An ordinal multi-class classification method for readability assessment of chinese documents. In Knowledge Science, Engineering and Management, pages 61–72. Springer. Zhiwei Jiang, Gang Sun, Qing Gu, Tao Bai, and Daoxu Chen. 2015. A graph-based readability assessment method using word coupling. In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, pages 411–420. Association for Computational Linguistics. Rohit J Kate, Xiaoqiang Luo, Siddharth Patwardhan, Martin Franz, Radu Florian, Raymond J Mooney, Salim Roukos, and Chris Welty. 2010. Learning to predict readability using diverse linguistic features. In Proceedings of the 23rd International Conference on Computational Linguistics, pages 546–554. Paul Kidwell, Guy Lebanon, and Kevyn Collins-Thompson. 2009. Statistical estimation of word acquisition with application to readability prediction. In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 900–909
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