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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

To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning NIPS 2023
Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift NIPS 2023
Probabilistic Knowledge Distillation of Face Ensembles CVPR 2023
UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences SEMEVAL 2023
Enhancing ESG Impact Type Identification through Early Fusion and Multilingual Models IJCNLP 2023
Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation ICML 2023
Estimating Causal Effects using a Multi-task Deep Ensemble ICML 2023
DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks CVPR 2023
UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition NIPS 2023
Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness AAAI 2023
Francis Bacon at SemEval-2023 Task 4: Ensembling BERT and GloVe for Value Identification in Arguments ACL 2023
PromptBoosting: Black-Box Text Classification with Ten Forward Passes ICML 2023
OCD: Learning to Overfit with Conditional Diffusion Models ICML 2023
NLP_CHRISTINE at SemEval-2023 Task 10: Utilizing Transformer Contextual Representations and Ensemble Learning for Sexism Detection on Social Media Texts ACL 2023
Witcherses at SemEval-2023 Task 12: Ensemble Learning for African Sentiment Analysis ACL 2023
Mavericks at ArAIEval Shared Task: Towards a Safer Digital Space - Transformer Ensemble Models Tackling Deception and Persuasion EMNLP 2023
Towards Better Decision Forests: Forest Alternating Optimization CVPR 2023
UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation ACL 2023
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning SEMEVAL 2023
A Simple yet Efficient Ensemble Approach for AI-generated Text Detection EMNLP 2023
UMUTeam at SemEval-2023 Task 12: Ensemble Learning of LLMs applied to Sentiment Analysis for Low-resource African Languages ACL 2023
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP EMNLP 2023
Aambela at BLP-2023 Task 2: Enhancing BanglaBERT Performance for Bangla Sentiment Analysis Task with In Task Pretraining and Adversarial Weight Perturbation EMNLP 2023
ACCEPT at SemEval-2023 Task 3: An Ensemble-based Approach to Multilingual Framing Detection SEMEVAL 2023
APatt at SemEval-2023 Task 3: The Sapienza NLP System for Ensemble-based Multilingual Propaganda Detection SEMEVAL 2023