Text Classification

STAR: Self-Automated Back-Querying for Production Data Generation IJCNLP 2025 STaR-SQL: Self-Taught Reasoner for Text-to-SQL ACL 2025 STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection ACL 2025 Stereotype Detection as a Catalyst for Enhanced Bias Detection: A Multi-Task Learning Approach ACL 2025 Stereotype or Personalization? User Identity Biases Chatbot Recommendations ACL 2025 Strategies for political-statement segmentation and labelling in unstructured text NAACL 2025 Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors ACL 2025 STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond ACL 2025 Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection ACL 2025 Studying Rhetorically Ambiguous Questions EMNLP 2025 Subasa - Adapting Language Models for Low-resourced Offensive Language Detection in Sinhala NAACL 2025 SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization COLING 2025 Suicidal Posts Detection System Incorporating Psychological Risk Factors ACML 2025 Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification EMNLP 2025 Supervised Machine Learning based Amharic Text Complexity Classification Using Automatic Annotator Tool ACL 2025 Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025 SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use NAACL 2025 Synergizing LLMs with Global Label Propagation for Multimodal Fake News Detection ACL 2025 SynHate: Detecting Hate Speech in Synthetic Deepfake Audio Interspeech 2025 SyntaxMind at BLP-2025 Task 1: Leveraging Attention Fusion of CNN and GRU for Hate Speech Detection AACL 2025 SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators NAACL 2025 Synthetic Empathy: Generating and Evaluating Artificial Psychotherapy Dialogues to Detect Empathy in Counseling Sessions NAACL 2025 Synthetic Lyrics Detection Across Languages and Genres NAACL 2025 Systematic Evaluation of Machine Learning and Transformer-Based Methods for Scientific Telescope Literature Classification AACL 2025 SYSUpporter Team at BEA 2025 Shared Task: Class Compensation and Assignment Optimization for LLM-generated Tutor Identification ACL 2025