text classification

CNLP-NITS-PP at GenAI Detection Task 2: Leveraging DistilBERT and XLM-RoBERTa for Multilingual AI-Generated Text Detection COLING 2025 CNLP-NITS-PP at GenAI Detection Task 3: Cross-Domain Machine-Generated Text Detection Using DistilBERT Techniques COLING 2025 cocoa at SemEval-2025 Task 10: Prompting vs. Fine-Tuning: A Multilevel Approach to Propaganda Classification SemEval 2025 Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification EMNLP 2025 COGNAC at SemEval-2025 Task 10: Multi-level Narrative Classification with Summarization and Hierarchical Prompting SemEval 2025 Cognitext@DravidianLangTech2025: Fake News Classification in Malayalam Using mBERT and LSTM NAACL 2025 Cognitive Geographies of Catastrophe Narratives: Georeferenced Interview Transcriptions as Language Resource for Models of Forced Displacement COLING 2025 Common Ground, Diverse Roots: The Difficulty of Classifying Common Examples in Spanish Varieties COLING 2025 Commonsense Reasoning in Arab Culture ACL 2025 Comparing Methods for Multi-Label Classification of Manipulation Techniques in Ukrainian Telegram Content ACL 2025 Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance EMNLP 2025 Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models EMNLP 2025 Computational Story Lab at BLP-2025 Task 1: HateSense: A Multi-Task Learning Framework for Comprehensive Hate Speech Identification using LLMs AACL 2025 Concept Bottleneck Large Language Models ICLR 2025 Conflict and Overlap Classification in Construction Standards Using a Large Language Model NAACL 2025 Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks IJCNLP 2025 Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025 Context Minimization for Resource-Constrained Text Classification: Optimizing Performance-Efficiency Trade-offs through Linguistic Features EMNLP 2025 Contrast-CAT: Contrasting Activations for Enhanced Interpretability in Transformer-based Text Classifiers UAI 2025 Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025 Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models NAACL 2025 CoU-CU-DSG at BLP-2025 Task 1: Leveraging Weighted Probabilistic Fusion of Language Models for Bangla Hate Speech Detection AACL 2025 Courtroom-LLM: A Legal-Inspired Multi-LLM Framework for Resolving Ambiguous Text Classifications COLING 2025 Cracking the Code: Enhancing Implicit Hate Speech Detection through Coding Classification NAACL 2025 Cross-Domain Fake News Detection based on Dual-Granularity Adversarial Training COLING 2025