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ensemble learning

1271 papers

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Also known as

EL

Co-occurring keywords

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

Differentiable Model Selection for Ensemble Learning IJCAI 2023
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference NIPS 2023
IUST_NLP at SemEval-2023 Task 10: Explainable Detecting Sexism with Transformers and Task-adaptive Pretraining ACL 2023
Few-shot Classification via Ensemble Learning with Multi-Order Statistics IJCAI 2023
I2C-Huelva at SemEval-2023 Task 10: Ensembling Transformers Models for the Detection of Online Sexism SEMEVAL 2023
DUTH at SemEval-2023 Task 9: An Ensemble Approach for Twitter Intimacy Analysis ACL 2023
NCUEE-NLP at WASSA 2023 Shared Task 1: Empathy and Emotion Prediction Using Sentiment-Enhanced RoBERTa Transformers ACL 2023
Ensemble-Based Blackbox Attacks on Dense Prediction CVPR 2023
Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start” AAAI 2023
Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models AAAI 2023
Towards Inference Efficient Deep Ensemble Learning AAAI 2023
Learning useful representations for shifting tasks and distributions ICML 2023
SurreyAI 2023 Submission for the Quality Estimation Shared Task EMNLP 2023
El-Kawaref at WojoodNER shared task: StagedNER for Arabic Named Entity Recognition EMNLP 2023
DialectNLU at NADI 2023 Shared Task: Transformer Based Multitask Approach Jointly Integrating Dialect and Machine Translation Tasks in Arabic EMNLP 2023
Adaptive Hierarchy-Branch Fusion for Online Knowledge Distillation AAAI 2023
Converge at WASSA 2023 Empathy, Emotion and Personality Shared Task: A Transformer-based Approach for Multi-Label Emotion Classification ACL 2023
Rosetta Stone at KSAA-RD Shared Task: A Hop From Language Modeling To Word–Definition Alignment EMNLP 2023
IUST_NLP at SemEval-2023 Task 10: Explainable Detecting Sexism with Transformers and Task-adaptive Pretraining SEMEVAL 2023
GBT: Generative Boosting Training Approach for Paraphrase Identification EMNLP 2023
SheffieldVeraAI at SemEval-2023 Task 3: Mono and Multilingual Approaches for News Genre, Topic and Persuasion Technique Classification SEMEVAL 2023
Lookaround Optimizer: $k$ steps around, 1 step average NIPS 2023
Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift NIPS 2023
EMEF: Ensemble Multi-Exposure Image Fusion AAAI 2023
Sample-Efficient and Safe Deep Reinforcement Learning via Reset Deep Ensemble Agents NIPS 2023