Text Simplification

DETECT: Determining Ease and Textual Clarity of German Text Simplifications EACL 2026 No Reader Left Behind: Multi-Agent Summaries Everyone Can Understand ACL 2026 (Dis)improved?! How Simplified Language Affects Large Language Model Performance across Languages ACL 2025 Estimation of Text Difficulty in the Context of Language Learning ACL 2025 Iterative Critique-Driven Simplification: Targeted Enhancement of Complex Definitions with Small Language Models IJCNLP 2025 JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences EMNLP 2025 RALS: Resources and Baselines for Romanian Automatic Lexical Simplification EMNLP 2025 Towards High-Quality LLM-Based Data for French Spontaneous Speech Simplification: an Exo-Refinement Approach Interspeech 2025 Unsupervised Sentence Readability Estimation Based on Parallel Corpora for Text Simplification ACL 2025 ARTS: Assessing Readability & Text Simplicity EMNLP 2024 Automatic and Human-AI Interactive Text Generation (with a focus on Text Simplification and Revision) ACL 2024 Cochrane-auto: An Aligned Dataset for the Simplification of Biomedical Abstracts EMNLP 2024 Considering Human Interaction and Variability in Automatic Text Simplification EMNLP 2024 Difficult for Whom? A Study of Japanese Lexical Complexity EMNLP 2024 EASSE-DE & EASSE-multi: Easier Automatic Sentence Simplification Evaluation for German & Multiple Languages EMNLP 2024 Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts EMNLP 2024 ExpertEase: A Multi-Agent Framework for Grade-Specific Document Simplification with Large Language Models EMNLP 2024 Lexical Complexity Prediction and Lexical Simplification for Catalan and Spanish: Resource Creation, Quality Assessment, and Ethical Considerations EMNLP 2024 MultiLS: An End-to-End Lexical Simplification Framework EMNLP 2024 Optimizing Chinese Lexical Simplification Across Word Types: A Hybrid Approach EMNLP 2024 README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP EMNLP 2024 Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM ACL 2024 Simpler Becomes Harder: Do LLMs Exhibit a Coherent Behavior on Simplified Corpora? COLING 2024 Simplification Strategies in French Spontaneous Speech COLING 2024 Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs ACL 2024