text simplification

Controlling Reading Ease with Gaze-Guided Text Generation EACL 2026 DETECT: Determining Ease and Textual Clarity of German Text Simplifications EACL 2026 Emotion-aware text simplification of user generated content using LLMs EACL 2026 LAMP-MedQA: A Lightweight Multi-Agent System for Patient-Oriented Medical Question Answering ACL 2026 Right at My Level: A Unified Multilingual Framework for Proficiency-Aware Text Simplification ACL 2026 Adapting Sentence-level Automatic Metrics for Document-level Simplification Evaluation NAACL 2025 AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025 Archaeology at TSAR 2025 Shared Task Teaching Small Models to do CEFR Simplifications EMNLP 2025 Aspect Enhancement and Text Simplification in Multimodal Aspect-Based Sentiment Analysis for Multi-Aspect and Multi-Sentiment Scenarios AAAI 2025 Automatic Input Rewriting Improves Translation with Large Language Models NAACL 2025 Beyond Repetition: Text Simplification and Curriculum Learning for Data-Constrained Pretraining EMNLP 2025 (Dis)improved?! How Simplified Language Affects Large Language Model Performance across Languages ACL 2025 Document-level Simplification and Illustration Generation Multimodal Coherence EMNLP 2025 Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport ACL 2025 EasyJon at TSAR 2025 Shared Task Evaluation of Automated Text Simplification with LLM-as-a-Judge EMNLP 2025 Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-Tuning EMNLP 2025 EhiMeNLP at TSAR 2025 Shared Task Candidate Generation via Iterative Simplification and Reranking by Readability and Semantic Similarity EMNLP 2025 Enhancing Readability-Controlled Text Modification with Readability Assessment and Target Span Prediction EMNLP 2025 Estimation of Text Difficulty in the Context of Language Learning ACL 2025 Evaluating Readability Metrics for German Medical Text Simplification COLING 2025 Exploring Paraphrasing Strategies for CEFR A1-Level Constraints in LLMs EMNLP 2025 Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation EMNLP 2025 Findings of the TSAR 2025 Shared Task on Readability-Controlled Text Simplification EMNLP 2025 From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract) AAAI 2025 GRIPF at TSAR 2025 Shared Task Towards controlled CEFR level simplification with the help of inter-model interactions EMNLP 2025