Text Classification

Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales COLING 2025 Large Language Models as Detectors or Instigators of Hate Speech in Low-resource Ethiopian Languages EMNLP 2025 Large Language Models as Reader for Bias Detection EMNLP 2025 Large Language Models Do Multi-Label Classification Differently EMNLP 2025 Large Language Models with Reinforcement Learning from Human Feedback Approach for Enhancing Explainable Sexism Detection COLING 2025 Large Temporal Models: Unlocking Temporal Understanding in LLMs for Temporal Relation Classification IJCNLP 2025 Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging SemEval 2025 LATE-GIL-nlp at Semeval-2025 Task 10: Exploring LLMs and transformers for Characterization and extraction of narratives from online news SemEval 2025 Lawma: The Power of Specialization for Legal Annotation ICLR 2025 Lazarus NLP at SemEval-2025 Task 11: Fine-Tuning Large Language Models for Multi-Label Emotion Classification via Sentence-Label Pairing SemEval 2025 LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews ACL 2025 LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models EMNLP 2025 Learning from Disagreement: Entropy-Guided Few-Shot Selection for Toxic Language Detection ACL 2025 Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies IJCNLP 2025 Learning Subjective Label Distributions via Sociocultural Descriptors EMNLP 2025 Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework ACL 2025 Learning to Rewrite: Generalized LLM-Generated Text Detection ACL 2025 Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction EMNLP 2025 Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification NAACL 2025 Leidos at GenAI Detection Task 3: A Weight-Balanced Transformer Approach for AI Generated Text Detection Across Domains COLING 2025 Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025 Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025 Lessons Learned in Assessing Student Reflections with LLMs ACL 2025 Leveraging AI to Bridge Classical Arabic and Modern Standard Arabic for Text Simplification COLING 2025 Leveraging First and Zeroth-Order Gradient to Address Imbalanced Black-Box Prompt Tuning via Minimax Optimization AAAI 2025