Text Simplification

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18 papers2 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

  1. Document-Level Text Simplification in Estonian Using Large Language Models

    Oct 7, 2026Meeri-Ly Muru, Eduard BarbuText SimplificationLow-Resource Language Processing

    National Library of Estonia · Institute of Computer Science, University of Tartu Tartu, Estonia

  2. Writerslogic at the CLEF 2026 SimpleText Track: Multi-Candidate LLM Simplification and Stacked Complexity Spotting

    Oct 2, 2026David L. CondreyText SimplificationLLM Hallucination Detection

    WritersLogic Inc, San Diego, CA, USA

  3. Enhancing Accessibility of Medical Texts through Large Language Model-Driven Plain Language Adaptation

    Sep 15, 2026Ting-Wei Chang, Hen-Hsen Huang, Hsin-Hsi ChenLLM Fine-TuningText Simplification

    Department of Computer Science and Information Engineering, National Taiwan University, Taiwan · Institute of Information Science, Academia Sinica, Taiwan · AI Research Center (AINTU), National Taiwan University, Taiwan

  4. SimpCue: Cue-Based Prompting for Multilingual Text Simplification

    Aug 28, 2026Mehrzad Tareh, Horacio Saggion, Stefan BottText Simplification

    TALN Group, Universitat Pompeu Fabra (UPF) Barcelona, Spain

  5. An Exploratory Evaluation of LLM-Assisted Rewriting of Moderate-Complexity Financial Sentences for DisCoCat-Based Sentiment Analysis

    Aug 7, 2026Brian Llinas, Nikos ChrisochoidesFinancial Sentiment AnalysisQuantum Machine Learning

    Department of Computer Science Old Dominion University Norfolk, VA, USA

  6. A Human-in-the-Loop Corpus for LLM-Based Simplification of Scientific Summaries

    Jul 28, 2026Kyuri Im, Michael FärberLLM-Assisted AnnotationScientific Communication

    ScaDS.AI, Technische Universität Dresden, Dresden, Germany

  7. RALS: Resources and Baselines for Romanian Automatic Lexical Simplification

    Jul 22, 2026Fabian Anghel, Petru Theodor Cristea, Claudiu Creanga +1Low-Resource Language ProcessingText Simplification

    Human Language Technologies Research Center Faculty of Mathematics and Computer Science University of Bucharest

  8. HULAT2 at MER-TRANS 2026: Governed Multi-Agent Simplification for Spanish Easy-to-Read Generation

    Jul 2, 2026Lourdes Moreno, Paloma Martínez, Marco Antonio Sanchez-Escudero +1Multi-Agent LLM SystemsText Simplification

    Computer Science and Engineering Department, Universidad Carlos III de Madrid, Av. Universidad, 30, Leganés, 28911, Spain

  9. Align and Shine: Building High-Quality Sentence-Aligned Corpora for Multilingual Text Simplification

    May 10, 2026Kenji Hilasaca, Nouran Khallaf, Serge SharoffLow-Resource Language ProcessingText Simplification

    Centre for Translation, Localisation and Interpreting Studies School of Languages, Cultures and Societies University of Leeds, UK

  10. Translating Under Pressure: Domain-Aware LLMs for Crisis Communication

    Apr 29, 2026Antonio Castaldo, Maria Carmen Staiano, Johanna Monti +2Domain AdaptationDisaster Response

    University of Pisa · University of Naples “L’Orientale” · University of Macerata +1

  11. Translate or Simplify First: An Analysis of Cross-lingual Text Simplification in English and French

    Apr 26, 2026Ido Dahan, Omer Toledano, Roey J. Gafter +4LLM PromptingText Simplification

    Faculty of Computer and Information Science, Institute for Applied AI Research · Department of Hebrew Language and Sociolinguistics · Department of Politics and Government +1

  12. No Reader Left Behind: Multi-Agent Summaries Everyone Can Understand

    Apr 12, 2026Jimin Jung, MyoungJin Kim, Jaehyung Seo +1Text SimplificationText Summarization

    Department of Computer Science and Engineering, Korea University · Department of Computer Science and Engineering, Konkuk University

  13. MuTSE: A Human-in-the-Loop Multi-use Text Simplification Evaluator

    Apr 10, 2026Rares-Alexandru Roscan, Gabriel Petre1, Adrian-Marius Dumitran +1Semantic AlignmentText Simplification

    University of Bucharest, Faculty of Mathematics and Computer Science, Academiei 14, 010014, Bucharest, Romania · Cu Drag si Sport SRL, Bucharest, Romania · Softbinator Technologies, Bucharest, Romania +1

  14. Right at My Level: A Unified Multilingual Framework for Proficiency-Aware Text Simplification

    Apr 7, 2026Jinhong Jeong, Junghun Park, Youngjae YuText SimplificationRL for Language Models

    Yonsei University · Seoul National University

  15. Taming CATS: Controllable Automatic Text Simplification through Instruction Fine-Tuning with Control Tokens

    Apr 2, 2026Hanna Hubarava, Yingqiang GaoText SimplificationControllable Text Generation

    Department of Computational Linguistics, University of Zurich, Switzerland · Department of Clinical Research, University of Bern, Switzerland

  16. A Human-in/on-the-Loop Framework for Accessible Text Generation

    Mar 19, 2026Lourdes Moreno, Paloma MartínezText SimplificationHuman-in-the-Loop AI

    Universidad Carlos III de Madrid Av. Universidad, 30, Leganés, 28911, Spain

  17. OasisSimp: An Open-source Asian-English Sentence Simplification Dataset

    Mar 14, 2026Hannah Liu, Muxin Tian, Iqra Ali +8Text SimplificationLow-Resource Language Processing

    University of Toronto · Queen Mary University of London · Yale University +5

  18. A Multilingual Human Annotated Corpus of Original and Easy-to-Read Texts to Support Access to Democratic Participatory Processes

    Mar 5, 2026Stefan Bott, Verena Riegler, Horacio Saggion +2Text SimplificationLow-Resource Language Processing

    Universitat Pompeu Fabra (Barclona) · Capito AI · Plena Inclusión Madrid +1