ensemble method

Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods ICML 2025 ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers ICCV 2025 Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification AAAI 2024 Bagging is an Optimal PAC Learner (Extended Abstract) IJCAI 2024 Bayesian Exploration of Pre-trained Models for Low-shot Image Classification CVPR 2024 Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling EMNLP 2024 Compos Mentis at SemEval2024 Task6: A Multi-Faceted Role-based Large Language Model Ensemble to Detect Hallucination SemEval 2024 Density-Regression: Efficient and Distance-aware Deep Regressor for Uncertainty Estimation under Distribution Shifts AISTATS 2024 Description Boosting for Zero-Shot Entity and Relation Classification ACL 2024 Differentially Private Next-Token Prediction of Large Language Models NAACL 2024 Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA EMNLP 2024 DOFEN: Deep Oblivious Forest ENsemble NeurIPS 2024 dzNLP at NADI 2024 Shared Task: Multi-Classifier Ensemble with Weighted Voting and TF-IDF Features ACL 2024 ENNS: Variable Selection, Regression, Classification, and Deep Neural Network for High-Dimensional Data JMLR 2024 Ensemble Distillation for Unsupervised Constituency Parsing ICLR 2024 Evaluating Performance of Pre-trained Word Embeddings on Assamese, a Low-resource Language COLING 2024 Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning ACL 2024 GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation EMNLP 2024 How many classifiers do we need? NeurIPS 2024 I2C-Huelva at SemEval-2024 Task 8: Boosting AI-Generated Text Detection with Multimodal Models and Optimized Ensembles SemEval 2024 Improving Latin Dependency Parsing by Combining Treebanks and Predictions EMNLP 2024 Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models NAACL 2024 ISHFMG_TUN at StanceEval: Ensemble Method for Arabic Stance Evaluation System ACL 2024 ITEC at BEA 2024 Shared Task: Predicting Difficulty and Response Time of Medical Exam Questions with Statistical, Machine Learning, and Language Models NAACL 2024 kubapok@LT-EDI 2024: Evaluating Transformer Models for Hate Speech Detection in Tamil EACL 2024