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Text Simplification

86 directly classified papers

Papers per year

Papers

DETECT: Determining Ease and Textual Clarity of German Text Simplifications EACL 2026
Estimation of Text Difficulty in the Context of Language Learning ACL 2025
(Dis)improved?! How Simplified Language Affects Large Language Model Performance across Languages ACL 2025
Unsupervised Sentence Readability Estimation Based on Parallel Corpora for Text Simplification ACL 2025
JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences EMNLP 2025
Iterative Critique-Driven Simplification: Targeted Enhancement of Complex Definitions with Small Language Models IJCNLP 2025
RALS: Resources and Baselines for Romanian Automatic Lexical Simplification EMNLP 2025
Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs ACL 2024
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM ACL 2024
Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts EMNLP 2024
Simplification Strategies in French Spontaneous Speech COLING 2024
Text Simplification via Adaptive Teaching ACL 2024
Considering Human Interaction and Variability in Automatic Text Simplification EMNLP 2024
EASSE-DE & EASSE-multi: Easier Automatic Sentence Simplification Evaluation for German & Multiple Languages EMNLP 2024
MultiLS: An End-to-End Lexical Simplification Framework EMNLP 2024
Difficult for Whom? A Study of Japanese Lexical Complexity EMNLP 2024
ExpertEase: A Multi-Agent Framework for Grade-Specific Document Simplification with Large Language Models EMNLP 2024
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP EMNLP 2024
Simpler Becomes Harder: Do LLMs Exhibit a Coherent Behavior on Simplified Corpora? COLING 2024
Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification ACL 2024
Optimizing Chinese Lexical Simplification Across Word Types: A Hybrid Approach EMNLP 2024
Cochrane-auto: An Aligned Dataset for the Simplification of Biomedical Abstracts EMNLP 2024
ARTS: Assessing Readability & Text Simplicity EMNLP 2024
Automatic and Human-AI Interactive Text Generation (with a focus on Text Simplification and Revision) ACL 2024
Lexical Complexity Prediction and Lexical Simplification for Catalan and Spanish: Resource Creation, Quality Assessment, and Ethical Considerations EMNLP 2024