Text Classification

XDAC: XAI-Driven Detection and Attribution of LLM-Generated News Comments in Korean ACL 2025 xiacui at SemEval-2025 Task 11: Addressing Data Imbalance in Transformer-Based Multi-Label Emotion Detection with Weighted Loss SemEval 2025 YenCS@DravidianLangTech 2025: Integrating Hybrid Architectures for Fake News Detection in Low-Resource Dravidian Languages NAACL 2025 YNU-HPCC at SemEval-2025 Task 10: A Two-Stage Approach to Solving Multi-Label and Multi-Class Role Classification Based on DeBERTa SemEval 2025 YNU-HPCC at SemEval-2025 Task 5: Contrastive Learning for GND Subject Tagging with Multilingual Sentence-BERT SemEval 2025 YNU-HPCC at SemEval-2025 Task 6: Using BERT Model with R-drop for Promise Verification SemEval 2025 YNUzwt at SemEval-2025 Task 10: Tree-guided Stagewise Classifier for Entity Framing and Narrative Classification SemEval 2025 Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors EMNLP 2025 Your Model is Overconfident, and Other Lies We Tell Ourselves ACL 2025 Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding ACL 2025 Zero-Shot Conversational Stance Detection: Dataset and Approaches ACL 2025 Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels IJCNLP 2025 Zero-Shot Multi-Label Classification of Bangla Documents: Large Decoders Vs. Classic Encoders AACL 2025 Zuifeng at SemEval-2025 Task 9: Multitask Learning with Fine-Tuned RoBERTa for Food Hazard Detection SemEval 2025 𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ACL 2025 1024m at SMM4H 2024: Tasks 3, 5 & 6 - Self Reported Health Text Classification through Ensembles ACL 2024 AAST-NLP at ClimateActivism 2024: Ensemble-Based Climate Activism Stance and Hate Speech Detection : Leveraging Pretrained Language Models EACL 2024 AAST-NLP at Multimodal Hate Speech Event Detection 2024 : A Multimodal Approach for Classification of Text-Embedded Images Based on CLIP and BERT-Based Models. EACL 2024 A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution EMNLP 2024 Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree EMNLP 2024 A Closer Look at Multidimensional Online Political Incivility EMNLP 2024 AcnEmpathize: A Dataset for Understanding Empathy in Dermatology Conversations COLING 2024 A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech ACL 2024 A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models NAACL 2024 A Corpus for Sentence-Level Subjectivity Detection on English News Articles COLING 2024