Supervised Learning

abateam at SemEval-2026 Task 1: Plan2joke – Humor Policies for Type-Specific Two-Pass Humor Generation SemEval 2026 A Hybrid Learning-to-Optimize Framework for Mixed-Integer Quadratic Programming L4DC 2026 Corruptions of Supervised Learning Problems: Typology and Mitigations JMLR 2026 Enhancing Job Evaluation with Data Augmentation and Text Classification ACL 2026 Relatively Smart: A New Approach for Instance-Optimal Learning COLT 2026 AAIG at GenAI Detection Task 1: Exploring Syntactically-Aware, Resource-Efficient Small Autoregressive Decoders for AI Content Detection COLING 2025 A Bit of This, a Bit of That: Building a Genre and Topic Annotated Dataset of Historical Newspaper Articles with Soft Labels and Confidence Scores NAACL 2025 A Comprehensive Survey of Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future Directions NAACL 2025 Active Learning for Image Segmentation with Binary User Feedback WACV 2025 A Dataset for Programming-based Instructional Video Classification and Question Answering 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 A Little Human Data Goes A Long Way ACL 2025 AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025 Anak Baik: A Low-Cost Approach to Curate Indonesian Ethical and Unethical Instructions COLING 2025 Analyzing Gambling Addictions: A Spanish Corpus for Understanding Pathological Behavior EMNLP 2025 Analyzing the Evolution of Scientific Misconduct Based on the Language of Retracted Papers ACL 2025 A-NC: Adaptive Neural Control with implicit online inference of privileged parameters L4DC 2025 ANSR@DravidianLangTech 2025: Detection of Abusive Tamil and Malayalam Text Targeting Women on Social Media using RoBERTa and XGBoost NAACL 2025 A primer on linear classification with missing data AISTATS 2025 Archaeology at BEA 2025 Shared Task: Are Simple Baselines Good Enough? ACL 2025 Are Larger Language Models Better at Disambiguation? NAACL 2025 Averroes at BEA 2025 Shared Task: Verifying Mistake Identification in Tutor, Student Dialogue ACL 2025 Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning ACL 2025 Bridging Laughter Across Languages: Generation of Hindi-English Code-mixed Puns COLING 2025