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Text simplification aims to make the text easier to understand by applying rewriting transformations.
Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al. 2020 · 1901
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Binary codes capable of correcting deletions, insertions, and reversals
Vladimir I Levenshtein et al. 1966 · 1966
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Practical simplification of english newspaper text to assist aphasic readers
John Carroll, Guido Minnen, Yvonne Canning, Siobhan Devlin, and John Tait. 1998 · 1998
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Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
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The penn chinese treebank: Phrase structure annotation of a large corpus
Xue, Naiwen and Xia, Fei and Chiou, Fu-Dong and Palmer, Marta. 2005 · 2005
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A practical approach to language complexity: a wikipedia case study
Taha Yasseri, András Kornai, and János Kertész. 2012 · 2012
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Selecting proper lexical paraphrase for children
Tomoyuki Kajiwara, Hiroshi Matsumoto, and Kazuhide Yamamoto. 2013 · 2013
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Dyswebxia 2.0! more accessible text for people with dyslexia
Luz Rello, Clara Bayarri, Azuki Górriz, Ricardo Baeza-Yates, Saurabh Gupta, Gaurang Kanvinde, Horacio Saggion, Stefan Bott, Roberto Carlini, and Vasile Topac. 2013 · 2013
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An evaluation of syntactic simplification rules for people with autism
Richard Evans, Constantin Orasan, and Iustin Dornescu. 2014 · 2014
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Problems in current text simplification research: New data can help
Xu, Wei and Callison-Burch, Chris and Napoles, Courtney. 2015 · 2015
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Paccss-it: A parallel corpus of complex-simple sentences for automatic text simplification
Dominique Brunato, Andrea Cimino, Felice Dell’Orletta, and Giulia Venturi. 2016 · 2016
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Lexical simplification for non-native english speakers
Gustavo Henrique Paetzold. 2016 · 2016
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Optimizing statistical machine translation for text simplification
Xu, Wei and Napoles, Courtney and Pavlick, Ellie and Chen, Quanze and Callison-Burch, Chris. 2016 · 2016
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Deep reinforcement learning from human preferences
Paul F Christiano, Jan Leike, Tom Brown, Miljan Martic, Shane Legg, and Dario Amodei. 2017 · 2017
Cited alongside, same era.
Sentence Simplification with Deep Reinforcement Learning
Zhang, Xingxing and Lapata, Mirella. 2017 · 2017
Cited alongside, same era.
BLEU is Not Suitable for the Evaluation of Text Simplification
Sulem, Elior and Abend, Omri and Rappoport, Ari. 2018 · 2018
Cited alongside, same era.
EASSE: Easier automatic sentence simplification evaluation
Fernando Alva-Manchego, Louis Martin, Carolina Scarton, and Lucia Specia. 2019 · 2019
Cited alongside, same era.
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
Cited alongside, same era.
Iterative edit-based unsupervised sentence simplification
How may i help you? using neural text simplification to improve downstream nlp tasks
Hoang Van, Zheng Tang, and Mihai Surdeanu. 2021 · 2021
Later among the works it cites.
Palm: Scaling language modeling with pathways
Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, et al. 2022 · 2022
Later among the works it cites.
Multitasking framework for unsupervised simple definition generation
Cunliang Kong, Yun Chen, Hengyuan Zhang, Liner Yang, and Erhong Yang. 2022 · 2022
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Muss: Multilingual unsupervised sentence simplification by mining paraphrases
Louis Martin, Angela Fan, Éric Villemonte De La Clergerie, Antoine Bordes, and Benoît Sagot. 2022 · 2022
Later among the works it cites.
Lamda: Language models for dialog applications
Romal Thoppilan, Daniel De Freitas, Jamie Hall, Noam Shazeer, Apoorv Kulshreshtha, Heng-Tze Cheng, Alicia Jin, Taylor Bos, Leslie Baker, Yu Du, et al. 2022 · 2022
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Dhruv Kumar, Lili Mou, Lukasz Golab, and Olga Vechtomova. 2020 · 2020
Cited alongside, same era.
Bart: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, and Luke Zettlemoyer. 2020 · 2020
Cited alongside, same era.
Zero-shot crosslingual sentence simplification
Jonathan Mallinson, Rico Sennrich, and Mirella Lapata. 2020 · 2020
Cited alongside, same era.
Controllable sentence simplification
Louis Martin, Éric Villemonte De La Clergerie, Benoît Sagot, and Antoine Bordes. 2020 · 2020
Cited alongside, same era.
Making monolingual sentence embeddings multilingual using knowledge distillation
Nils Reimers and Iryna Gurevych. 2020 · 2020
Cited alongside, same era.
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations
Alva-Manchego, Fernando and Martin, Louis and Bordes, Antoine and Scarton, Carolina and Sagot, Benoît and Specia, Lucia. 2020 · 2020
Cited alongside, same era.
An unsupervised method for building sentence simplification corpora in multiple languages
Xinyu Lu, Jipeng Qiang, Yun Li, Yunhao Yuan, and Yi Zhu. 2021 · 2021
Cited alongside, same era.
Later among the works it cites.
Chain-of-thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Fei Xia, Ed Chi, Quoc V Le, Denny Zhou, et al. 2022 · 2022
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Opt: Open pre-trained transformer language models
Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, Shuohui Chen, Christopher Dewan, Mona Diab, Xian Li, Xi Victoria Lin, et al. 2022 · 2022
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Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, Wenliang Dai, Dan Su, Bryan Wilie, Holy Lovenia, Ziwei Ji, Tiezheng Yu, Willy Chung, et al. 2023 · 2023
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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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How close is chatgpt to human experts? comparison corpus, evaluation, and detection
Biyang Guo, Xin Zhang, Ziyuan Wang, Minqi Jiang, Jinran Nie, Yuxuan Ding, Jianwei Yue, and Yupeng Wu. 2023 · 2023
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Is chatgpt a good translator? a preliminary study
Wenxiang Jiao, Wenxuan Wang, Jen-tse Huang, Xing Wang, and Zhaopeng Tu. 2023 · 2023
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Is chatgpt a general-purpose natural language processing task solver?
Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, and Diyi Yang. 2023 · 2023
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Unsupervised neural text simplification
Sai Surya, Abhijit Mishra, Anirban Laha, Parag Jain, and Karthik Sankaranarayanan. 2019 · 2068
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