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ensemble classification

14 papers

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Co-occurring keywords

ensemble learning (1274) weak learner (33) large language model (13587) boosting algorithm (78) ensemble classifier (43) entity framing (26) multilingual translation (294) text classification (6793) active classification (1) value-theoretic computation (1)

Papers

DUTIR at SemEval-2025 Task 10: A Large Language Model-based Approach for Entity Framing in Online News SEMEVAL 2025
DUTIR at SemEval-2025 Task 10: A Large Language Model-based Approach for Entity Framing in Online News ACL 2025
LlamaMTS: Optimizing Metastasis Detection with Llama Instruction Tuning and BERT-Based Ensemble in Italian Clinical Reports NAACL 2024
PAC-Bayesian Bounds on Rate-Efficient Classifiers ICML 2022
Precision-based Boosting AAAI 2021
RaSE: Random Subspace Ensemble Classification JMLR 2021
Overcoming the bottleneck in traditional assessments of verbal memory: Modeling human ratings and classifying clinical group membership NAACL 2019
Relevance-Based Feature Masking: Improving Neural Network Based Whale Classification Through Explainable Artificial Intelligence INTERSPEECH 2019
Positive unlabeled learning via wrapper-based adaptive sampling IJCAI 2017
Context-based Unsupervised Data Fusion for Decision Making ICML 2015
Direct 0-1 Loss Minimization and Margin Maximization with Boosting NIPS 2013
Discriminative Subspace Clustering CVPR 2013
Variance Penalizing AdaBoost NIPS 2011
Active Classification based on Value of Classifier NIPS 2011