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ensemble learning

1271 papers

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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

PAI at SemEval-2023 Task 4: A General Multi-label Classification System with Class-balanced Loss Function and Ensemble Module ACL 2023
John Boy Walton at SemEval-2023 Task 5: An Ensemble Approach to Spoiler Classification and Retrieval for Clickbait Spoiling ACL 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
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
GBT: Generative Boosting Training Approach for Paraphrase Identification EMNLP 2023
Adaptive Hierarchy-Branch Fusion for Online Knowledge Distillation AAAI 2023
Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness AAAI 2023
StFX-NLP at SemEval-2023 Task 4: Unsupervised and Supervised Approaches to Detecting Human Values in Arguments SEMEVAL 2023
Sample-Efficient and Safe Deep Reinforcement Learning via Reset Deep Ensemble Agents NIPS 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
The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline Task ACL 2023
UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition NIPS 2023
SSS at SemEval-2023 Task 10: Explainable Detection of Online Sexism using Majority Voted Fine-Tuned Transformers ACL 2023
AdaBoost is not an Optimal Weak to Strong Learner ICML 2023
When are ensembles really effective? NIPS 2023
ChaPat at SemEval-2023 Task 9: Text Intimacy Analysis using Ensembles of Multilingual Transformers ACL 2023
Rudolf Christoph Eucken at SemEval-2023 Task 4: An Ensemble Approach for Identifying Human Values from Arguments SEMEVAL 2023
Local and Global Logit Adjustments for Long-Tailed Learning ICCV 2023
MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection ACL 2023
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning ACL 2023
I2R at SemEval-2023 Task 7: Explanations-driven Ensemble Approach for Natural Language Inference over Clinical Trial Data ACL 2023