Text Classification

Measuring Risk of Bias in Biomedical Reports: The RoBBR Benchmark EMNLP 2025 Measuring scalar constructs in social science with LLMs EMNLP 2025 MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes ACL 2025 MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics NAACL 2025 Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting EMNLP 2025 MemeIntel: Explainable Detection of Propagandistic and Hateful Memes EMNLP 2025 MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media EMNLP 2025 MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning CVPR 2025 Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models EMNLP 2025 MFTCXplain: A Multilingual Benchmark Dataset for Evaluating the Moral Reasoning of LLMs through Multi-hop Hate Speech Explanation EMNLP 2025 MiLiC-Eval: Benchmarking Multilingual LLMs for China’s Minority Languages ACL 2025 MINDS at SemEval-2025 Task 9: Multi-Task Transformers for Food Hazard Coarse-Fine Classification SemEval 2025 Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews EMNLP 2025 Mind the Gap: Gender-based Differences in Occupational Embeddings ACL 2025 MisinfoBench: A Multi-Dimensional Benchmark for Evaluating LLMs’ Resilience to Misinformation EMNLP 2025 MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages ACL 2025 Mitigating Paraphrase Attacks on Machine-Text Detection via Paraphrase Inversion ACL 2025 MixRevDetect: Towards Detecting AI-Generated Content in Hybrid Peer Reviews. NAACL 2025 Mixture of Small and Large Models for Chinese Spelling Check ACL 2025 ML-Promise: A Multilingual Dataset for Corporate Promise Verification EMNLP 2025 MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025 MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark ACL 2025 MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses NAACL 2025 Model-Dependent Moderation: Inconsistencies in Hate Speech Detection Across LLM-based Systems ACL 2025 Modeling the Differential Prevalence of Online Supportive Interactions in Private Instant Messages of Adolescents NAACL 2025