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✍️ Text generation

114 papers · page 2 of 2 · 26–114 · the most cited first · all topics

Programs that write: from data to text, stories, paraphrases and the choices of a generator.

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  1. Paraphrase Generation with Deep Reinforcement LearningZichao Li, Xin Jiang, Lifeng Shang, et al.2018 · 298 citations
  2. Why We Need New Evaluation Metrics for NLGJekaterina Novikova, Ondřej Dušek, Amanda Cercas Curry, et al.2017 · 287 citations
  3. Text Generation from Knowledge Graphs with Graph TransformersRik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, et al.2019 · 284 citations
  4. Is ChatGPT a Good NLG Evaluator? A Preliminary StudyJiaan Wang, Yunlong Liang, Fandong Meng, et al.2023 · 281 citations
  5. Learning Neural Templates for Text GenerationSam Wiseman, Stuart Shieber, Alexander Rush2018 · 279 citations
  6. Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationBhuwan Dhingra, Manaal Faruqui, Ankur Parikh, et al.2019 · 266 citations
  7. Few-shot Natural Language Generation for Task-Oriented DialogBaolin Peng, Chenguang Zhu, Chunyuan Li, et al.2020 · 253 citations
  8. Societal Biases in Language Generation: Progress and ChallengesEmily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2021 · 252 citations
  9. A Fast and Portable Realizer for Text Generation SystemsBenoit Lavoie, Owen Rainbow1997 · 247 citations
  10. Contrastive Decoding: Open-ended Text Generation as OptimizationXiang Lisa Li, Ari Holtzman, Daniel Fried, et al.2022 · 246 citations
  11. FUDGE: Controlled Text Generation With Future DiscriminatorsKevin Yang, Dan Klein2021 · 234 citations
  12. A Deep Generative Framework for Paraphrase GenerationAnkush Gupta, Arvind Agarwal, Prawaan Singh, et al.2017 · 231 citations
  13. Step-by-Step: Separating Planning from Realization in Neural Data-to-Text GenerationAmit Moryossef, Yoav Goldberg, Ido Dagan2019 · 230 citations
  14. Computational Interpretations of the Gricean Maxims in the Generation of Referring ExpressionsRobert Dale, Ehud Reiter1995 · 225 citations
  15. Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence RerankingTsung-Hsien Wen, Milica Gašić, Dongho Kim, et al.2015 · 212 citations
  16. Logical Natural Language Generation from Open-Domain TablesWenhu Chen, Jianshu Chen, Yu Su, et al.2020 · 209 citations
  17. Towards a Unified Multi-Dimensional Evaluator for Text GenerationMing Zhong, Yang Liu, Da Yin, et al.2022 · 204 citations
  18. AraT5: Text-to-Text Transformers for Arabic Language GenerationEl Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed2022 · 201 citations
  19. Measuring Attribution in Natural Language Generation ModelsHannah Rashkin, Vitaly Nikolaev, Matthew Lamm, et al.2023 · 198 citations
  20. Authorship Attribution for Neural Text GenerationAdaku Uchendu, Thai Le, Kai Shu, et al.2020 · 195 citations
  21. Application-driven Statistical Paraphrase GenerationShiqi Zhao, Xiang Lan, Ting Liu, et al.2009 · 186 citations
  22. compare-mt: A Tool for Holistic Comparison of Language Generation SystemsGraham Neubig, Zi-Yi Dou, Junjie Hu, et al.2019 · 185 citations
  23. Representation Degeneration Problem in Training Natural Language Generation ModelsJun Gao, Di He, Xu Tan, et al.2019 · 179 citations
  24. Controllable Paraphrase Generation with a Syntactic ExemplarMingda Chen, Qingming Tang, Sam Wiseman, et al.2019 · 173 citations
  25. The First Surface Realisation Shared Task: Overview and Evaluation ResultsAnja Belz, Michael White, Dominic Espinosa, et al.2011 · 172 citations
  26. Neural Syntactic Preordering for Controlled Paraphrase GenerationTanya Goyal, Greg Durrett2020 · 167 citations
  27. Towards Controllable Biases in Language GenerationEmily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2020 · 166 citations
  28. Quark: Controllable Text Generation with Reinforced UnlearningXiming Lu, Sean Welleck, Jack Hessel, et al.2022 · 164 citations
  29. Semantic Noise Matters for Neural Natural Language GenerationOndřej Dušek, David M. Howcroft, Verena Rieser2019 · 164 citations
  30. On Hallucination and Predictive Uncertainty in Conditional Language GenerationYijun Xiao, William Yang Wang2021 · 155 citations
  31. DART: Open-Domain Structured Data Record to Text GenerationLinyong Nan, Dragomir Radev, Rui Zhang, et al.2020 · 154 citations
  32. Investigating Pretrained Language Models for Graph-to-Text GenerationLeonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze, et al.2021 · 149 citations
  33. A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text GenerationTianyu Liu, Yizhe Zhang, Chris Brockett, et al.2022 · 140 citations
  34. NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead HeuristicsXiming Lu, Sean Welleck, Peter West, et al.2022 · 136 citations
  35. INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic FeedbackWenda Xu, Danqing Wang, Liangming Pan, et al.2023 · 122 citations
  36. AMR-To-Text Generation with Graph TransformerTianming Wang, Xiaojun Wan, Hanqi Jin2020 · 108 citations
  37. AMR-to-text Generation with Synchronous Node Replacement GrammarLinfeng Song, Xiaochang Peng, Yue Zhang, et al.2017 · 108 citations
  38. Broad Coverage Multilingual Deep Sentence Generation with a Stochastic Multi-Level RealizerBernd Bohnet, Leo Wanner, Simon Mille, et al.2010 · 93 citations
  39. The First Multilingual Surface Realisation Shared Task (SR'18): Overview and Evaluation ResultsSimon Mille, Anja Belz, Bernd Bohnet, et al.2018 · 86 citations
  40. Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language GenerationPatrick Fernandes, Aman Madaan, Emmy Liu, et al.2023 · 84 citations
  41. DiMLex: A Lexicon of Discourse Markers for Text Generation and UnderstandingManfred Stede, Carla Umbach1998 · 84 citations
  42. Pragmatically Informative Text GenerationSheng Shen, Daniel Fried, Jacob Andreas, et al.2019 · 78 citations
  43. Towards broad coverage surface realization with CCGMichael White, Rajakrishnan Rajkumar, Scott Martin2007 · 73 citations
  44. Automatic Story Generation: Challenges and AttemptsAmal Alabdulkarim, Siyan Li, Xiangyu Peng2021 · 61 citations
  45. Bidirectional Grammars and the Design of Natural Language Generation SystemsDouglas E. Appelt1987 · 59 citations
  46. Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic DiversityBrian Thompson, Matt Post2020 · 55 citations
  47. DiscoScore: Evaluating Text Generation with BERT and Discourse CoherenceWei Zhao, Michael Strube, Steffen Eger2023 · 53 citations
  48. Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMRJuri Opitz, Anette Frank2021 · 50 citations
  49. Linguistic realisation as machine translation: Comparing different MT models for AMR-to-text generationThiago Castro Ferreira, Iacer Calixto, Sander Wubben, et al.2017 · 46 citations
  50. Assessing Discourse Relations in Language Generation from GPT-2Wei-Jen Ko, Junyi Jessy Li2020 · 30 citations
  51. Underspecified Universal Dependency Structures as Inputs for Multilingual Surface RealisationSimon Mille, Anja Belz, Bernd Bohnet, et al.2018 · 26 citations
  52. A More Precise Analysis of Punctuation for Broad-Coverage Surface Realization with CCGMichael White, Rajakrishnan Rajkumar2008 · 25 citations
  53. Designing a Symbolic Intermediate Representation for Neural Surface RealizationHenry Elder, Jennifer Foster, James Barry, et al.2019 · 20 citations
  54. Multi-lingual Sentence Generation from the PIVOT interlinguaAkitoshi Okumura, Kazunori Muraki, Susumu Akamine1991 · 19 citations
  55. Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference !Zecheng Tang, Pinzheng Wang, Keyan Zhou, et al.2023 · 18 citations
  56. The Third Multilingual Surface Realisation Shared Task (SR'20): Overview and Evaluation ResultsSimon Mille, Anya Belz, Bernd Bohnet, et al.2020 · 18 citations
  57. Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning RepresentationsKuan-Hao Huang, Varun Iyer, Anoop Kumar, et al.2022 · 15 citations
  58. Evaluating Text Generation from Discourse Representation StructuresChunliu Wang, Rik van Noord, Arianna Bisazza, et al.2021 · 14 citations
  59. DiscoFlan: Instruction Fine-tuning and Refined Text Generation for Discourse Relation Label ClassificationKaveri Anuranjana2023 · 13 citations
  60. Text Generation from Discourse Representation StructuresJiangming Liu, Shay B. Cohen, Mirella Lapata2021 · 13 citations
  61. Linguistically Motivated Complementizer Choice in Surface RealizationRajakrishnan Rajkumar, Michael White2011 · 13 citations
  62. The Role of the Gricean Maxims in the Generation of Referring ExpressionsRobert Dale, Ehud Reiter1996 · 13 citations
  63. Towards Pragmatic Production Strategies for Natural Language Generation TasksMario Giulianelli2022 · 12 citations
  64. Underspecifying and Predicting Voice for Surface Realisation RankingSina Zarrieß, Aoife Cahill, Jonas Kuhn2011 · 11 citations
  65. Preventing False Temporal Implicatures: Interactive Defaults for Text GenerationJon Oberlander, Alex Lascarides1992 · 11 citations
  66. Arabic Large Language Models for Medical Text GenerationAbdulrahman Allam, Seif Ahmed, Ali Hamdi, et al.2025 · 10 citations
  67. The Gricean Maxims in NLP — A SurveyLea Krause, Piek T.J.M. Vossen2024 · 10 citations
  68. Deterministic natural language generation from meaning representations for machine translationAlastair Butler2016 · 9 citations
  69. An Error Analysis Framework for Shallow Surface RealizationAnastasia Shimorina, Yannick Parmentier, Claire Gardent2021 · 8 citations
  70. RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation FrameworkYifan Wang, Vera Demberg2024 · 7 citations
  71. Towards Fine-Grained Pedagogical Control over English Grammar Complexity in Educational Text GenerationDominik Glandorf, Detmar Meurers2024 · 7 citations
  72. Annotating FrameNet via Structure-Conditioned Language GenerationXinyue Cui, Swabha Swayamdipta2024 · 6 citations
  73. Multilingual coreference resolution as text generationNatalia Skachkova2024 · 6 citations
  74. Using Speech Acts in Logic-Based Rhetorical Structuring for Natural Language Generation in Human-Computer DialogueVladimir Popescu, Jean Caelen, Corneliu Burileanu2007 · 6 citations
  75. Neural Surface Realization for ItalianValerio Basile, Alessandro Mazzei2018 · 4 citations
  76. A Human-in/on-the-Loop Framework for Accessible Text GenerationLourdes Moreno, Paloma Martínez2026 · 3 citations
  77. Shape of Synth to Come: Why We Should Use Synthetic Data for English Surface RealizationHenry Elder, Robert Burke, Alexander O'Connor, et al.2020 · 3 citations
  78. Children's English Reading Story Generation via Supervised Fine-Tuning of Compact LLMs with Controllable Difficulty and SafetyQian Shen, Fanghua Cao, Min Yao, et al.2026 · 1 citation
  79. pyrealb at the GEM'24 Data-to-text Task: Symbolic English Text Generation from RDF TriplesGuy Lapalme2024 · 1 citation
  80. Enhancing PTB Universal Dependencies for Grammar-Based Surface RealizationDavid L. King, Michael White2016 · 1 citation
  81. Some apparently disjoint aims and requirements for grammar development environments” the case of natural language generationJohn Bateman1997 · 1 citation
  82. A Severity-Based Curriculum Learning Strategy for Arabic Medical Text GenerationAhmed Alansary, Molham Mohamed, Ali Hamdi2026
  83. Bangla Key2Text: Text Generation from Keywords for a Low Resource LanguageTonmoy Talukder, G M Shahariar2026
  84. Exploring Cognitively Informed Sentence Simplification with Gaze-Guided Text GenerationAndreas Säuberli, Diego Frassinelli, Barbara Plank2026
  85. Logic-Level Evaluation of Logical Table-to-Text GenerationLena Trigg, Dean F. Hougen, Ahsan Bilal2026
  86. Severity-Aware Weighted Loss for Arabic Medical Text GenerationAhmed Alansary, Molham Mohamed, Ali Hamdi2026
  87. Rule-based Surface Realization of Romanian Weak PronounsCiprian Gerstenberger2025
  88. The Role of PropBank Sense IDs in AMR-to-text Generation and Text-to-AMR ParsingThu Hoang, Mina Yang, Shira Wein2025
  89. Toward Givenness Hierarchy Theoretic Natural Language GenerationPoulomi Pal, Tom Williams2020

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