Text Classification

Active Few-Shot Learning for Text Classification NAACL 2025 Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection NAACL 2025 AdaSplash: Adaptive Sparse Flash Attention ICML 2025 A Data-driven Investigation of Euphemistic Language: Comparing the usage of “slave” and “servant” in 19th century US newspapers NAACL 2025 AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine Advertising NAACL 2025 Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking COLING 2025 Advances and Challenges in the Automatic Identification of Indirect Quotations in Scholarly Texts and Literary Works NAACL 2025 Advances in Auto-Grading with Large Language Models: A Cross-Disciplinary Survey ACL 2025 A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025 A Generalizable Rhetorical Strategy Annotation Model Using LLM-based Debate Simulation and Labelling EMNLP 2025 A General Knowledge Injection Framework for ICD Coding ACL 2025 AGHNA at SemEval-2025 Task 11: Predicting Emotion and Its Intensity within a Text with EmoBERTa SemEval 2025 A Hybrid Transformer–Sequential Model for Depression Detection in Bangla–English Code-Mixed Text AACL 2025 AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts IJCAI 2025 AI Argues Differently: Distinct Argumentative and Linguistic Patterns of LLMs in Persuasive Contexts EMNLP 2025 AI as Humanity’s Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text ICLR 2025 AIDER: a Robust and Topic-Independent Framework for Detecting AI-Generated Text COLING 2025 AiMNLP@DravidianLangTech 2025: Unmask It! AI-Generated Product Review Detection in Dravidian Languages NAACL 2025 AI-Monitors at GenAI Detection Task 1: Fast and Scalable Machine Generated Text Detection COLING 2025 AIMS.au: A Dataset for the Analysis of Modern Slavery Countermeasures in Corporate Statements ICLR 2025 Akatsuki-CIOL@DravidianLangTech 2025: Ensemble-Based Approach Using Pre-Trained Models for Fake News Detection in Dravidian Languages NAACL 2025 A Large and Balanced Corpus for Fine-grained Arabic Readability Assessment ACL 2025 A Little Human Data Goes A Long Way ACL 2025 AlleNoise - large-scale text classification benchmark dataset with real-world label noise AISTATS 2025 Almost AI, Almost Human: The Challenge of Detecting AI-Polished Writing ACL 2025