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161 papers of our library cite it, newest first: found in their bibliographies, which we read ourselves. ← the card

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  1. Opportunities and Challenges of LLMs in Education: An NLP Perspective — 2026 · Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026)
  2. SimpCue: Cue-Based Prompting for Multilingual Text Simplification — 2026 · arXiv:2608.28042
  3. SimpliMED: Automatic Simplification of Cardiology Discharge Reports Using Large Language Models — 2026 · Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
  4. Taming CATS: Controllable Automatic Text Simplification through Instruction Fine-Tuning with Control Tokens — 2026 · Proceedings of the Joint Workshop on Readability and Text Simplification (READIxTSAR) @ LREC 2026
  5. Evaluation Under Imperfect Benchmarks and Ratings: A Case Study in Text Simplification — 2025 · arXiv:2504.09394
  6. Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
  7. Glider: Global and Local Instruction-Driven Expert Router — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
  8. LLM-based Text Simplification and its Effect on User Comprehension and Cognitive Load — 2025 · arXiv:2505.01980
  9. New Evaluation Paradigm for Lexical Simplification — 2025 · arXiv:2501.15268
  10. An In-depth Evaluation of Large Language Models in Sentence Simplification with Error-based Human Assessment — 2024 · arXiv:2403.04963
  11. Automatic Text Simplification: A Comparative Study in Italian for Children with Language Disorders — 2024 · Proceedings of the 13th Workshop on Natural Language Processing for Computer Assisted Language Learning
  12. REFeREE: A REference-FREE Model-Based Metric for Text Simplification — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  13. SIERA: An Evaluation Metric for Text Simplification using the Ranking Model and Data Augmentation by Edit Operations — 2024 · Proceedings of the 3rd Workshop on Tools and Resources for People with REAding DIfficulties (READI) @ LREC-COLING 2024
  14. Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
  15. The SAMER Arabic Text Simplification Corpus — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  16. Transfer Fine-tuning for Quality Estimation of Text Simplification — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  17. Comparing Generic and Expert Models for Genre-Specific Text Simplification — 2023 · Proceedings of the Second Workshop on Text Simplification, Accessibility and Readability
  18. Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models — 2023 · Proceedings of the Third Workshop on Natural Language Generation, Evaluation, and Metrics (GEM)
  19. LENS: A Learnable Evaluation Metric for Text Simplification — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  20. Learning to Paraphrase Sentences to Different Complexity Levels — 2023 · Transactions of the Association for Computational Linguistics
  21. SIMSUM: Document-level Text Simplification via Simultaneous Summarization — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  22. SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis — 2023 · Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 (Findings)
  23. Sentence Simplification Using Paraphrase Corpus for Initialization — 2023 · arXiv:2305.19754
  24. Sentence Simplification via Large Language Models — 2023 · arXiv:2302.11957
  25. Simplification by Lexical Deletion — 2023 · Proceedings of the Second Workshop on Text Simplification, Accessibility and Readability
  26. Syntactic Complexity Identification, Measurement, and Reduction Through Controlled Syntactic Simplification — 2023 · arXiv:2304.07774
  27. Towards Reference-free Text Simplification Evaluation with a BERT Siamese Network Architecture — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
  28. (Psycho-)Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification — 2022 · Proceedings of the Workshop on Text Simplification, Accessibility, and Readability (TSAR-2022)
  29. A Multilingual Simplified Language News Corpus — 2022 · Proceedings of the 2nd Workshop on Tools and Resources to Empower People with REAding DIfficulties (READI) within the 13th Language Resources and Evaluation Conference
  30. An Investigation into the Effect of Control Tokens on Text Simplification — 2022 · Proceedings of the Workshop on Text Simplification, Accessibility, and Readability (TSAR-2022)
  31. Evaluation of Automatic Text Simplification: Where are we now, where should we go from here — 2022 · Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale
  32. GRS: Combining Generation and Revision in Unsupervised Sentence Simplification — 2022 · Findings of the Association for Computational Linguistics: ACL 2022
  33. Improving Text Simplification with Factuality Error Detection — 2022 · Proceedings of the Workshop on Text Simplification, Accessibility, and Readability (TSAR-2022)
  34. Inducing Positive Perspectives with Text Reframing — 2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  35. Linguistic Corpus Annotation for Automatic Text Simplification Evaluation — 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
  36. MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases — 2022 · Proceedings of the Thirteenth Language Resources and Evaluation Conference
  37. Multitasking Framework for Unsupervised Simple Definition Generation — 2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  38. On the Ethical Considerations of Text Simplification — 2022 · Ninth Workshop on Speech and Language Processing for Assistive Technologies (SLPAT-2022)
  39. Perceived Text Quality and Readability in Extractive and Abstractive Summaries — 2022 · Proceedings of the Thirteenth Language Resources and Evaluation Conference
  40. Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure — 2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
  41. Reproducing a Manual Evaluation of the Simplicity of Text Simplification System Outputs — 2022 · Proceedings of the 15th International Conference on Natural Language Generation: Generation Challenges
  42. Text Simplification for Legal Domain: Insights and Challenges — 2022 · Proceedings of the Natural Legal Language Processing Workshop 2022
  43. Towards Arabic Sentence Simplification via Classification and Generative Approaches — 2022 · Proceedings of the Seventh Arabic Natural Language Processing Workshop (WANLP)
  44. Unsupervised Sentence Simplification via Dependency Parsing — 2022 · arXiv:2206.12261
  45. A New Dataset and Efficient Baselines for Document-level Text Simplification in German — 2021 · Proceedings of the Third Workshop on New Frontiers in Summarization
  46. A Non-Autoregressive Edit-Based Approach to Controllable Text Simplification — 2021 · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
  47. An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages — 2021 · Findings of the Association for Computational Linguistics: EMNLP 2021
  48. Automatic Text Simplification for Social Good: Progress and Challenges — 2021 · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
  49. Document-Level Text Simplification: Dataset, Criteria and Baseline — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
  50. Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification — 2021 · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
  51. Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification — 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
  52. Exploring German Multi-Level Text Simplification — 2021 · Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021)
  53. Flesch-Kincaid is Not a Text Simplification Evaluation Metric — 2021 · Proceedings of the First Workshop on Natural Language Generation, Evaluation, and Metrics (GEM)
  54. Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text — 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
  55. PIE: A Parallel Idiomatic Expression Corpus for Idiomatic Sentence Generation and Paraphrasing — 2021 · Proceedings of the 17th Workshop on Multiword Expressions (MWE 2021)
  56. Paragraph-level Simplification of Medical Texts — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
  57. SimpleNER Sentence Simplification System for GEM 2021 — 2021 · Proceedings of the First Workshop on Natural Language Generation, Evaluation, and Metrics (GEM)
  58. Text Simplification by Tagging — 2021 · Proceedings of the 16th Workshop on Innovative Use of NLP for Building Educational Applications
  59. The (Un)Suitability of Automatic Evaluation Metrics for Text Simplification — 2021 · Computational Linguistics
  60. ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  61. An Empirical Study on Multi-Task Learning for Text Style Transfer and Paraphrase Generation — 2020 · Proceedings of the 28th International Conference on Computational Linguistics: Industry Track
  62. Analyse de la régulation de la longueur dans un système neuronal de compression de phrase : une étude du modèle LenInit (Investigating Length Regulation in a Sentence Compression Neural System : a Study on the LenInit Model) — 2020 · Actes de la 6e conférence conjointe Journées d''Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 3 : Rencontre des Étudiants Chercheurs en Informatique pour le TAL
  63. BERT-Based Simplification of Japanese Sentence-Ending Predicates in Descriptive Text — 2020 · Proceedings of the 13th International Conference on Natural Language Generation
  64. Benchmarking Data-driven Automatic Text Simplification for German — 2020 · Proceedings of the 1st Workshop on Tools and Resources to Empower People with REAding DIfficulties (READI)
  65. CUT: Controllable Unsupervised Text Simplification — 2020 · arXiv:2012.01936
  66. CombiNMT: An Exploration into Neural Text Simplification Models — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
  67. Context-Aware Automatic Text Simplification of Health Materials in Low-Resource Domains — 2020 · Proceedings of the 11th International Workshop on Health Text Mining and Information Analysis
  68. Controllable Sentence Simplification — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
  69. Data-Driven Sentence Simplification: Survey and Benchmark — 2020 · Computational Linguistics
  70. Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  71. FELIX: Flexible Text Editing Through Tagging and Insertion — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
  72. Fact-based Text Editing — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  73. Is it simpler? An Evaluation of an Aligned Corpus of Standard-Simple Sentences — 2020 · Proceedings of the 1st Workshop on Tools and Resources to Empower People with REAding DIfficulties (READI)
  74. Iterative Edit-Based Unsupervised Sentence Simplification — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  75. Machine Translation with Unsupervised Length-Constraints — 2020 · Proceedings of the 14th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track)
  76. Neural CRF Model for Sentence Alignment in Text Simplification — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  77. On the Helpfulness of Document Context to Sentence Simplification — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
  78. Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders — 2020 · arXiv:2004.14693
  79. Simplification automatique de texte dans un contexte de faibles ressources (Automatic Text Simplification : Approaching the Problem in Low Resource Settings for French) — 2020 · Actes de la 6e conférence conjointe Journées d''Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles
  80. SimplifyUR: Unsupervised Lexical Text Simplification for Urdu — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
  81. Building an Italian Written-Spoken Parallel Corpus: a Pilot Study — 2019 · Proceedings of the Sixth Italian Conference on Computational Linguistics (CLiC-it 2019)
  82. Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  83. Controllable Sentence Simplification: Employing Syntactic and Lexical Constraints — 2019 · arXiv:1910.04387
  84. Controllable Text Simplification with Lexical Constraint Loss — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop
  85. EASSE: Easier Automatic Sentence Simplification Evaluation — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations
  86. EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  87. Neural Text Simplification of Clinical Letters with a Domain Specific Phrase Table — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  88. Privacy-Aware Text Rewriting — 2019 · Proceedings of the 12th International Conference on Natural Language Generation
  89. Sentence Simplification for Semantic Role Labelling and Information Extraction — 2019 · Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019)
  90. Unsupervised Neural Text Simplification — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  91. A Detailed Evaluation of Neural Sequence-to-Sequence Models for In-domain and Cross-domain Text Simplification — 2018 · Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)
  92. Approche lexicale de la simplification automatique de textes médicaux (Lexical approach for the automatic simplification of medical texts) — 2018 · Actes de la Conférence TALN. Volume 2 - Démonstrations, articles des Rencontres Jeunes Chercheurs, ateliers DeFT
  93. BLEU is Not Suitable for the Evaluation of Text Simplification — 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
  94. Crowdsourced Corpus of Sentence Simplification with Core Vocabulary — 2018 · Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)
  95. D-PAGE: Diverse Paraphrase Generation — 2018 · arXiv:1808.04364
  96. DeModify: A Dataset for Analyzing Contextual Constraints on Modifier Deletion — 2018 · Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)
  97. Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer — our card · 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)
  98. Deep Learning Approaches to Text Production — 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Tutorial Abstracts
  99. Dynamic Multi-Level Multi-Task Learning for Sentence Simplification — 2018 · Proceedings of the 27th International Conference on Computational Linguistics
  100. Improving Neural Text Simplification Model with Simplified Corpora — 2018 · arXiv:1810.04428

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