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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

Sammaan@LT-EDI-ACL2022: Ensembled Transformers Against Homophobia and Transphobia ACL 2022
SURREY-CTS-NLP at WASSA2022: An Experiment of Discourse and Sentiment Analysis for the Prediction of Empathy, Distress and Emotion ACL 2022
Novel Ensemble Diversification Methods for Open-Set Scenarios WACV 2022
Meta-Meta Classification for One-Shot Learning WACV 2022
Leveraging Test-Time Consensus Prediction for Robustness Against Unseen Noise WACV 2022
Double Spike Dirichlet Priors for Structured Weighting JMLR 2022
How Many Representatives Do We Need? The Optimal Size of a Congress Voting on Binary Issues AAAI 2022
Multivariate Boosted Trees and Applications to Forecasting and Control JMLR 2022
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution JMLR 2022
Multi-Task Learning to Capture Changes in Mood Over Time NAACL 2022
Do Not Fire the Linguist: Grammatical Profiles Help Language Models Detect Semantic Change ACL 2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble EMNLP 2022
Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation NIPS 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022
Building Robust Ensembles via Margin Boosting ICML 2022
akaBERT at SemEval-2022 Task 6: An Ensemble Transformer-based Model for Arabic Sarcasm Detection NAACL 2022
Under-bagging Nearest Neighbors for Imbalanced Classification JMLR 2022
Generalized Ambiguity Decomposition for Ranking Ensemble Learning JMLR 2022
Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022
IALE: Imitating Active Learner Ensembles JMLR 2022
Darts: User-Friendly Modern Machine Learning for Time Series JMLR 2022
TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla NAACL 2022
SSN_NLP_MLRG at SemEval-2022 Task 4: Ensemble Learning strategies to detect Patronizing and Condescending Language NAACL 2022
Feature Space Particle Inference for Neural Network Ensembles ICML 2022
Embedded Ensembles: infinite width limit and operating regimes AISTATS 2022