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ensemble learning

1271 papers

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EL

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text classification (6776) ensemble method (560) transformer model (1988) transfer learning (5442) data augmentation (3037) sentiment analysis (2079) large language model (12755) neural network (6616) language model (4573) multi-label classification (1004)

Papers

Pixel Is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection AAAI 2023
Federated Cross Learning for Medical Image Segmentation MIDL 2023
Towards Inference Efficient Deep Ensemble Learning AAAI 2023
Normalizing Flow Ensembles for Rich Aleatoric and Epistemic Uncertainty Modeling AAAI 2023
EMEF: Ensemble Multi-Exposure Image Fusion AAAI 2023
UMUTeam at SemEval-2023 Task 12: Ensemble Learning of LLMs applied to Sentiment Analysis for Low-resource African Languages SEMEVAL 2023
ABCD Team at SemEval-2023 Task 12: An Ensemble Transformer-based System for African Sentiment Analysis SEMEVAL 2023
APatt at SemEval-2023 Task 3: The Sapienza NLP System for Ensemble-based Multilingual Propaganda Detection SEMEVAL 2023
Confidence-based Ensembles of End-to-End Speech Recognition Models INTERSPEECH 2023
Aristoxenus at SemEval-2023 Task 4: A Domain-Adapted Ensemble Approach to the Identification of Human Values behind Arguments SEMEVAL 2023
Alexa at SemEval-2023 Task 10: Ensemble Modeling of DeBERTa and BERT Variations for Identifying Sexist Text SEMEVAL 2023
GMNLP at SemEval-2023 Task 12: Sentiment Analysis with Phylogeny-Based Adapters SEMEVAL 2023
Francis Bacon at SemEval-2023 Task 4: Ensembling BERT and GloVe for Value Identification in Arguments SEMEVAL 2023
Online Random Feature Forests for Learning in Varying Feature Spaces AAAI 2023
IUTEAM1 at MEDIQA-Chat 2023: Is simple fine tuning effective for multi layer summarization of clinical conversations? ACL 2023
Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness AAAI 2023
Adaptive Hierarchy-Branch Fusion for Online Knowledge Distillation AAAI 2023
Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition ICCV 2023
Local and Global Logit Adjustments for Long-Tailed Learning ICCV 2023
Understanding and Improving Ensemble Adversarial Defense NIPS 2023
I2C-Huelva at SemEval-2023 Task 10: Ensembling Transformers Models for the Detection of Online Sexism SEMEVAL 2023
Stability of Random Forests and Coverage of Random-Forest Prediction Intervals NIPS 2023
Differentiable Model Selection for Ensemble Learning IJCAI 2023
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference NIPS 2023
Lookaround Optimizer: $k$ steps around, 1 step average NIPS 2023