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While sentence simplification is an active research topic in NLP, its adjacent tasks of sentence complexification and same-level paraphrasing are not.
Language models are few-shot learners
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The curious case of neural text degeneration
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Derivation of new readability formulas (automated readability index, fog count and flesch reading ease formula) for navy enlisted personnel
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Common European framework of reference for languages: Learning, teaching, assessment
Council of Europe. 2001 · 2001
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An architecture for a text simplification system
Advaith Siddharthan. 2002 · 2002
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Multilingual unsupervised sentence simplification
Louis Martin, Angela Fan, Éric de la Clergerie, Antoine Bordes, and Benoît Sagot. 2020a · 2005
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MUSS: multilingual unsupervised sentence simplification by mining paraphrases
Louis Martin, Angela Fan, Éric de la Clergerie, Antoine Bordes, and Benoît Sagot. 2020b · 2005
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Syntactic simplification and text cohesion
Advaith Siddharthan. 2006 · 2006
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A monolingual tree-based translation model for sentence simplification
Zhemin Zhu, Delphine Bernhard, and Iryna Gurevych. 2010 · 2010
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Computing krippendorff’s alpha-reliability
Klaus Krippendorff. 2011 · 2011
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Learning to simplify sentences with quasi-synchronous grammar and integer programming
Kristian Woodsend and Mirella Lapata. 2011 · 2011
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Completing the english vocabulary profile: C1 and c2 vocabulary
Annette Capel. 2012 · 2012
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Sentence simplification by monolingual machine translation
Sander Wubben, Antal Van Den Bosch, and Emiel Krahmer. 2012 · 2012
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Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013 · 2013
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Towards a gold standard for swedish CEFR-based ICALL
Elena Volodina, Dijana Pijetlovic, Ildiko Pilán, and Sofie Johansson Kokkinakis. 2013 · 2013
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Hybrid simplification using deep semantics and machine translation
Shashi Narayan and Claire Gardent. 2014 · 2014
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Developing a corpus-based paraphrase tool to improve efl learners’ writing skills
M.-H. Chen, S.-T. Huang, J.S. Chang, and H.-C. Liou. 2015 · 2015
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
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Problems in Current Text Simplification Research: New Data Can Help
Wei Xu, Chris Callison-Burch, and Courtney Napoles. 2015 · 2015
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Czeng 1.6: enlarged czech-english parallel corpus with processing tools dockered
Ondřej Bojar, Ondřej Dušek, Tom Kocmi, Jindřich Libovickỳ, Michal Novák, Martin Popel, Roman Sudarikov, and Dušan Variš. 2016 · 2016
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Text readability assessment for second language learners
Menglin Xia, Ekaterina Kochmar, and Ted Briscoe. 2016 · 2016
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Optimizing statistical machine translation for text simplification
Wei Xu, Courtney Napoles, Ellie Pavlick, Quanze Chen, and Chris Callison-Burch. 2016 · 2016
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Towards a better learning of near-synonyms: Automatically suggesting example sentences via fill in the blank
Chieh-Yang Huang, Mei-Hua Chen, and Lun-Wei Ku. 2017 · 2017
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Continual learning with deep generative replay
Hanul Shin, Jung Kwon Lee, Jaehong Kim, and Jiwon Kim. 2017 · 2017
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Sentence simplification with deep reinforcement learning
Xingxing Zhang and Mirella Lapata. 2017 · 2017
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Discourse embellishment using a deep encoder-decoder network
Leonid Berov and Kai Standvoss. 2018 · 2018
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AllenNLP: A deep semantic natural language processing platform
Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi, Nelson F. Liu, Matthew Peters, Michael Schmitz, and Luke Zettlemoyer. 2018 · 2018
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Dynamic multi-level multi-task learning for sentence simplification
Han Guo, Ramakanth Pasunuru, and Mohit Bansal. 2018 · 2018
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Snorkel metal: Weak supervision for multi-task learning
Alex Ratner, Braden Hancock, Jared Dunnmon, Roger Goldman, and Christopher Ré. 2018 · 2018
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Learning simplifications for specific target audiences
Carolina Scarton and Lucia Specia. 2018 · 2018
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CEFR-based lexical simplification dataset
Satoru Uchida, Shohei Takada, and Yuki Arase. 2018 · 2018
Control prefixes for text generation
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Semi-supervised joint estimation of word and document readability
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Automated classification of written proficiency levels on the CEFR-scale through complexity contours and RNNs
Elma Kerz, Daniel Wiechmann, Yu Qiao, Emma Tseng, and Marcus Ströbel. 2021 · 2021
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Automatic difficulty classification of Arabic sentences
Nouran Khallaf and Serge Sharoff. 2021 · 2021
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Bruce W. Lee, Yoo Sung Jang, and Jason Lee. 2021 · 2021
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OneStopEnglish corpus: A new corpus for automatic readability assessment and text simplification
Sowmya Vajjala and Ivana Lučić. 2018 · 2018
Cited alongside, same era.
ParaNMT-50M: Pushing the limits of paraphrastic sentence embeddings with millions of machine translations
John Wieting and Kevin Gimpel. 2018 · 2018
Cited alongside, same era.
Controlling text complexity in neural machine translation
Sweta Agrawal and Marine Carpuat. 2019 · 2019
Cited alongside, same era.
EASSE: Easier automatic sentence simplification evaluation
Fernando Alva-Manchego, Louis Martin, Carolina Scarton, and Lucia Specia. 2019 · 2019
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BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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EditNTS: An neural programmer-interpreter model for sentence simplification through explicit editing
Yue Dong, Zichao Li, Mehdi Rezagholizadeh, and Jackie Chi Kit Cheung. 2019 · 2019
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An unsupervised method for building sentence simplification corpora in multiple languages
Xinyu Lu, Jipeng Qiang, Yun Li, Yunhao Yuan, and Yi Zhu. 2021 · 2021
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Controllable text simplification with explicit paraphrasing
Mounica Maddela, Fernando Alva-Manchego, and Wei Xu. 2021 · 2021
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Automatic assessment of english CEFR levels using BERT embeddings
Veronica Juliana Schmalz and Alessio Brutti. 2021 · 2021
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Flesch-kincaid is not a text simplification evaluation metric
Teerapaun Tanprasert and David Kauchak. 2021 · 2021
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CEFR-based sentence difficulty annotation and assessment
Yuki Arase, Satoru Uchida, and Tomoyuki Kajiwara. 2022 · 2022
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UniHD at TSAR-2022 shared task: Is compute all we need for lexical simplification?
Dennis Aumiller and Michael Gertz. 2022 · 2022
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GPT-NeoX-20B: An open-source autoregressive language model
Sidney Black, Stella Biderman, Eric Hallahan, Quentin Anthony, Leo Gao, Laurence Golding, Horace He, Connor Leahy, Kyle McDonell, Jason Phang, Michael Pieler, Usvsn Sai Prashanth, Shivanshu Purohit, Laria Reynolds, Jonathan Tow, Ben Wang, and Samuel Weinbach. 2022 · 2022
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Scaling instruction-finetuned language models
Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, et al. 2022 · 2022
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Predicting CEFR levels in learners of english: The use of microsystem criterial features in a machine learning approach
Thomas Gaillat, Andrew Simpkin, Nicolas Ballier, Bernardo Stearns, Annanda Sousa, Manon Bouyé, and Manel Zarrouk. 2022 · 2022
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Target-level sentence simplification as controlled paraphrasing
Tannon Kew and Sarah Ebling. 2022 · 2022
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A neural pairwise ranking model for readability assessment
Justin Lee and Sowmya Vajjala. 2022 · 2022
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Fine-tuned language models are continual learners
Thomas Scialom, Tuhin Chakrabarty, and Smaranda Muresan. 2022 · 2022
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A benchmark dataset for multi-level complexity-controllable machine translation
Kazuki Tani, Ryoya Yuasa, Kazuki Takikawa, Akihiro Tamura, Tomoyuki Kajiwara, Takashi Ninomiya, and Tsuneo Kato. 2022 · 2022
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A benchmark for neural readability assessment of texts in Spanish
Laura Vásquez-Rodríguez, Pedro-Manuel Cuenca-Jiménez, Sergio Morales-Esquivel, and Fernando Alva-Manchego. 2022 · 2022
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Leveraging artificial intelligence (ai) technology for english writing: Introducing wordtune as a digital writing assistant for efl writers
Xin Zhao. 2022 · 2022
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Sentence simplification via large language models
Yutao Feng, Jipeng Qiang, Yun Li, Yunhao Yuan, and Yi Zhu. 2023 · 2023
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Teaching the pre-trained model to generate simple texts for text simplification
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