Learning to Paraphrase Sentences to Different Complexity Levels

4 August 2023

Papers citing "Learning to Paraphrase Sentences to Different Complexity Levels"

42 / 42 papers shown

Title
Revisiting non-English Text Simplification: A Unified Multilingual Benchmark Michael Joseph Ryan Tarek Naous Wei Xu 81 26 0 25 May 2023
Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification Renliang Sun Wei Xu Xiaojun Wan CLL 93 19 0 21 May 2023
Sentence Simplification via Large Language Models Yutao Feng Jipeng Qiang Yun Li Yunhao Yuan Yi Zhu 74 19 0 23 Feb 2023
UniHD at TSAR-2022 Shared Task: Is Compute All We Need for Lexical Simplification? Dennis Aumiller Michael Gertz 53 22 0 04 Jan 2023
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization Srinivasan Iyer Xi Lin Ramakanth Pasunuru Todor Mihaylov Daniel Simig ... Jeff Wang Christopher Dewan Asli Celikyilmaz Luke Zettlemoyer Veselin Stoyanov ALM 148 267 0 22 Dec 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 417 2,393 0 09 Nov 2022
CEFR-Based Sentence Difficulty Annotation and Assessment Yuki Arase Satoru Uchida Tomoyuki Kajiwara 65 25 0 21 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 234 3,158 0 20 Oct 2022
Fine-tuned Language Models are Continual Learners Thomas Scialom Tuhin Chakrabarty Smaranda Muresan CLL LRM 197 123 0 24 May 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 131 313 0 10 May 2022
GPT-NeoX-20B: An Open-Source Autoregressive Language Model Sid Black Stella Biderman Eric Hallahan Quentin G. Anthony Leo Gao ... Shivanshu Purohit Laria Reynolds J. Tow Benqi Wang Samuel Weinbach 184 836 0 14 Apr 2022
A Neural Pairwise Ranking Model for Readability Assessment Justin Lee Sowmya Vajjala 44 33 0 14 Mar 2022
Control Prefixes for Parameter-Efficient Text Generation Jordan Clive Kris Cao Marek Rei 120 32 0 15 Oct 2021
Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features Bruce W. Lee Yoonna Jang J. Lee VLM 99 82 0 25 Sep 2021
An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages Xinyu Lu Jipeng Qiang Yun Li Yunhao Yuan Yi Zhu 78 19 0 01 Sep 2021
Semi-Supervised Joint Estimation of Word and Document Readability Yoshinari Fujinuma Masato Hagiwara 62 6 0 27 Apr 2021
Automatic Difficulty Classification of Arabic Sentences Nouran Khallaf S. Sharoff 31 13 0 07 Mar 2021
Controllable Text Simplification with Explicit Paraphrasing Mounica Maddela Fernando Alva-Manchego Wenyuan Xu 68 100 0 21 Oct 2020
Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity Brian Thompson Matt Post 58 58 0 11 Aug 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 904 42,463 0 28 May 2020
Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang Mounica Maddela Wuwei Lan Yang Zhong Wenyuan Xu 88 162 0 05 May 2020
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations Fernando Alva-Manchego Louis Martin Antoine Bordes Carolina Scarton Benoît Sagot Lucia Specia 64 144 0 01 May 2020
MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases Louis Martin Angela Fan Eric Villemonte de la Clergerie Antoine Bordes Benoît Sagot 63 36 0 01 May 2020
Controlling Text Complexity in Neural Machine Translation Sweta Agrawal Marine Carpuat 68 57 0 03 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 266 10,880 0 29 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 506 20,376 0 23 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,332 0 27 Aug 2019
EASSE: Easier Automatic Sentence Simplification Evaluation Fernando Alva-Manchego Louis Martin Carolina Scarton Lucia Specia 76 130 0 13 Aug 2019
Neural Text Generation with Unlikelihood Training Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Kyunghyun Cho Jason Weston MU 68 583 0 12 Aug 2019
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing Yue Dong Zichao Li Mehdi Rezagholizadeh Jackie C.K. Cheung 73 160 0 19 Jun 2019
Text Readability Assessment for Second Language Learners Menglin Xia E. Kochmar Ted Briscoe 54 164 0 18 Jun 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 209 3,213 0 22 Apr 2019
Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao AI4CE 151 1,273 0 31 Jan 2019
ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation J. E. Hu Rachel Rudinger Matt Post Benjamin Van Durme 69 83 0 11 Jan 2019
Discourse Embellishment Using a Deep Encoder-Decoder Network Leonid Berov Kai Standvoss 43 3 0 18 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Dynamic Multi-Level Multi-Task Learning for Sentence Simplification Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 66 66 0 19 Jun 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform Matt Gardner Joel Grus Mark Neumann Oyvind Tafjord Pradeep Dasigi Nelson F. Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer VLM 95 1,282 0 20 Mar 2018
Continual Learning with Deep Generative Replay Hanul Shin Jung Kwon Lee Jaehong Kim Jiwon Kim KELM CLL 85 2,090 0 24 May 2017
Sentence Simplification with Deep Reinforcement Learning Xingxing Zhang Mirella Lapata 69 398 0 31 Mar 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 406 33,573 0 16 Oct 2013