text quality

Democratizing Writing Support with AI: Insights from One Year of Real-World Interactions with an Open-Access Writing Feedback Tool AAAI 2026 SpARK: An Embarrassingly Simple Sparse Watermarking in LLMs with Enhanced Text Quality EACL 2026 XMark: Reliable Multi-Bit Watermarking for LLM-Generated Texts ACL 2026 AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine Advertising NAACL 2025 An End-to-End Model for Logits-Based Large Language Models Watermarking ICML 2025 Beyond Autoregression: Fast LLMs via Self-Distillation Through Time ICLR 2025 Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025 Explaining Holistic Essay Scores in Comparative Judgment Assessments by Predicting Scores on Rubrics ACL 2025 From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models ACL 2025 I Know You Did Not Write That! A Sampling Based Watermarking Method for Identifying Machine Generated Text COLING 2025 IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian IJCNLP 2025 Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models EMNLP 2025 Lost in Translation: Benchmarking Commercial Machine Translation Models for Dyslexic-Style Text ACL 2025 Rethinking KenLM: Good and Bad Model Ensembles for Efficient Text Quality Filtering in Large Web Corpora ACL 2025 TAQEEM 2025: Overview of The First Shared Task for Arabic Quality Evaluation of Essays in Multi-dimensions EMNLP 2025 TN-Eval: Rubric and Evaluation Protocols for Measuring the Quality of Behavioral Therapy Notes ACL 2025 Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework ACL 2025 (Towards) Scalable Reliable Automated Evaluation with Large Language Models ACL 2025 A CURATEd CATalog: Rethinking the Extraction of Pretraining Corpora for Mid-Resourced Languages COLING 2024 Filtered Direct Preference Optimization EMNLP 2024 Leveraging Large Language Models for NLG Evaluation: Advances and Challenges EMNLP 2024 LongWanjuan: Towards Systematic Measurement for Long Text Quality EMNLP 2024 PostMark: A Robust Blackbox Watermark for Large Language Models EMNLP 2024 The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale NeurIPS 2024 WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off NeurIPS 2024