Dynamic Multi-Level Multi-Task Learning for Sentence Simplification

19 June 2018

Papers citing "Dynamic Multi-Level Multi-Task Learning for Sentence Simplification"

31 / 31 papers shown

Title
Opportunities and Challenges of LLMs in Education: An NLP Perspective Sowmya Vajjala Bashar Alhafni Stefano Banno Kaushal Kumar Maurya Ekaterina Kochmar AI4Ed 185 1 0 30 Jul 2025
Aligning Sentence Simplification with ESL Learner's Proficiency for Language AcquisitionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Guanlin Li Yuki Arase Noel Crespi 176 2 0 17 Feb 2025
Evaluating Document Simplification: On the Importance of Separately Assessing Simplicity and Meaning Preservation Liam Cripwell Joël Legrand Claire Gardent 160 6 0 04 Apr 2024
Learning to Paraphrase Sentences to Different Complexity LevelsTransactions of the Association for Computational Linguistics (TACL), 2023 Alison Chi Li-Kuang Chen Yi-Chen Chang Shu-Hui Lee Jason J. S. Chang 142 15 0 04 Aug 2023
Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans Jiayi Zhu Bart Bolsterlee Brian V. Y. Chow Yang Song Erik H. W. Meijering 138 7 0 09 Mar 2023
Language as a Latent Sequence: deep latent variable models for semi-supervised paraphrase generationAI Open (AO), 2023 Jialin Yu Alexandra I. Cristea Anoushka Harit Zhongtian Sun O. Aduragba Lei Shi Noura Al Moubayed VLM BDL DRL 207 3 0 05 Jan 2023
(Psycho-)Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification Yu Qiao Xiaofei Li Daniel Wiechmann E. Kerz 131 5 0 19 Dec 2022
Unsupervised Sentence Simplification via Dependency Parsing Vy Vo Weiqing Wang Wray Buntine 131 3 0 10 Jun 2022
Evaluating Factuality in Text SimplificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ashwin Devaraj William Sheffield Byron C. Wallace Junyi Jessy Li HILM 158 50 0 15 Apr 2022
Understanding Iterative Revision from Human-Written TextAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Wanyu Du Vipul Raheja Dhruv Kumar Min Namgung Melissa Lopez Luan Tuyen Chau 154 67 0 08 Mar 2022
Document-Level Text Simplification: Dataset, Criteria and BaselineConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Renliang Sun Hanqi Jin Xiao-Yi Wan 173 50 0 11 Oct 2021
Multi-Task Learning in Natural Language Processing: An Overview Shijie Chen Yu Zhang Qiang Yang AIMat 227 154 0 19 Sep 2021
Investigating Text Simplification EvaluationFindings (Findings), 2021 Laura Vásquez-Rodríguez Matthew Shardlow Piotr Przybyła Sophia Ananiadou 84 10 0 28 Jul 2021
Keep it Simple: Unsupervised Simplification of Multi-Paragraph TextAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst 144 72 0 07 Jul 2021
Improving Paraphrase Detection with the Adversarial Paraphrasing TaskAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Animesh Nighojkar John Licato 145 40 0 14 Jun 2021
MUSER: MUltimodal Stress Detection using Emotion Recognition as an Auxiliary TaskNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Yiqun Yao Michalis Papakostas Mihai Burzo M. Abouelenien Amélie Reymond 84 21 0 17 May 2021
Software/Hardware Co-design for Multi-modal Multi-task Learning in Autonomous SystemsInternational Conference on Artificial Intelligence Circuits and Systems (ICAICS), 2021 Cong Hao Deming Chen 202 22 0 08 Apr 2021
Text Simplification by TaggingWorkshop on Innovative Use of NLP for Building Educational Applications (UNBEA), 2021 Kostiantyn Omelianchuk Vipul Raheja Oleksandr Skurzhanskyi 199 49 0 08 Mar 2021
DORB: Dynamically Optimizing Multiple Rewards with BanditsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Ramakanth Pasunuru Han Guo Joey Tianyi Zhou OffRL 145 7 0 15 Nov 2020
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text SimplificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Cristina Garbacea Mengtian Guo Samuel Carton Qiaozhu Mei 126 28 0 31 Jul 2020
A Brief Review of Deep Multi-task Learning and Auxiliary Task Learning Partoo Vafaeikia Khashayar Namdar Farzad Khalvati MoMe 114 49 0 02 Jul 2020
Iterative Edit-Based Unsupervised Sentence Simplification Dhruv Kumar Lili Mou Lukasz Golab Olga Vechtomova 225 69 0 17 Jun 2020
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising AutoencodersAAAI Conference on Artificial Intelligence (AAAI), 2020 Yanbin Zhao Lu Chen Zhi Chen Kai Yu 132 39 0 30 Apr 2020
Automatic Compilation of Resources for Academic Writing and Evaluating with Informal Word Identification and Paraphrasing SystemInternational Conference on Language Resources and Evaluation (LREC), 2020 Seid Muhie Yimam Gopalakrishnan Venkatesh J. Lee Chris Biemann 67 3 0 05 Mar 2020
Modelling Latent Skills for Multitask Language Generation Kris Cao Dani Yogatama 128 3 0 21 Feb 2020
Controllable Sentence Simplification: Employing Syntactic and Lexical Constraints Jonathan Mallinson Mirella Lapata 170 17 0 10 Oct 2019
Controllable Sentence SimplificationInternational Conference on Language Resources and Evaluation (LREC), 2019 Louis Martin Benoît Sagot Eric Villemonte de la Clergerie Antoine Bordes 163 155 0 07 Oct 2019
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 201 48 0 08 Apr 2019
Improving Scientific Article Visibility by Neural Title Simplification Alexander Shvets 141 3 0 05 Apr 2019
Dynamic Transfer Learning for Named Entity Recognition Parminder Bhatia Kristjan Arumae B. Celikkaya 186 24 0 13 Dec 2018
A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification Mounica Maddela Wenyuan Xu 214 83 0 12 Oct 2018