ensemble method

LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts COLING 2025 LuxVeri at GenAI Detection Task 3: Cross-Domain Detection of AI-Generated Text Using Inverse Perplexity-Weighted Ensemble of Fine-Tuned Transformer Models COLING 2025 McGill-NLP at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 Measuring What Matters: Evaluating Ensemble LLMs with Label Refinement in Inductive Coding ACL 2025 Model Risk-sensitive Offline Reinforcement Learning ICLR 2025 MOSAIC: Multiple Observers Spotting AI Content ACL 2025 NSU_MILab at BLP-2025 Task 1: Decoding Bangla Hate Speech: Fine-Grained Type and Target Detection via Transformer Ensembles AACL 2025 On Local Overfitting and Forgetting in Deep Neural Networks AAAI 2025 PEER Pressure: Model-to-Model Regularization for Single Source Domain Generalization CVPR 2025 PyBhasha at BLP-2025 Task 2: Effectiveness of Semantic-Aware Translation and Ensembling in Bangla Code Generation AACL 2025 Regularized Neural Ensemblers AutoML 2025 RLAE: Reinforcement Learning-Assisted Ensemble for LLMs EMNLP 2025 Rubic2: Ensemble Model for Russian Lemmatization ACL 2025 Samsung Research Poland at SemEval-2025 Task 8: LLM ensemble methods for QA over tabular data SemEval 2025 Semantic Role Labeling of NomBank Partitives COLING 2025 SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog SemEval 2025 Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025 SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection SemEval 2025 StateCloud at Critical Questions Generation: Prompt Engineering for Critical Question Generation ACL 2025 SzegedAI at ArchEHR-QA 2025: Combining LLMs with traditional methods for grounded question answering ACL 2025 SzegedAI at GenAI Detection Task 1: Beyond Binary - Soft-Voting Multi-Class Classification for Binary Machine-Generated Text Detection Across Diverse Language Models COLING 2025 taskGen at TSAR 2025 Shared Task Exploring prompt strategies with linguistic knowledge EMNLP 2025 Test-Time Ensemble via Linear Mode Connectivity: A Path to Better Adaptation ICLR 2025 To Tackle Adversarial Transferability: A Novel Ensemble Training Method with Fourier Transformation ICLR 2025 Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models NAACL 2025