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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

The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation ACL 2022
AIR-JPMC@SMM4H’22: Classifying Self-Reported Intimate Partner Violence in Tweets with Multiple BERT-based Models COLING 2022
CSECU-DSG @ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification EMNLP 2022
NT5 at WMT 2022 General Translation Task EMNLP 2022
MUCS@Text-LT-EDI@ACL 2022: Detecting Sign of Depression from Social Media Text using Supervised Learning Approach ACL 2022
Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing NIPS 2022
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation ICML 2022
Building an Ensemble of Transformer Models for Arabic Dialect Classification and Sentiment Analysis EMNLP 2022
ChavanKane at WANLP 2022 Shared Task: Large Language Models for Multi-label Propaganda Detection EMNLP 2022
Feature Space Particle Inference for Neural Network Ensembles ICML 2022
Huawei BabelTar NMT at WMT22 Biomedical Translation Task: How We Further Improve Domain-specific NMT EMNLP 2022
Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting AAAI 2022
Random Normalization Aggregation for Adversarial Defense NIPS 2022
Synthetic Model Combination: An Instance-wise Approach to Unsupervised Ensemble Learning NIPS 2022
Learning Debiased Classifier with Biased Committee NIPS 2022
EGCN: An Ensemble-based Learning Framework for Exploring Effective Skeleton-based Rehabilitation Exercise Assessment IJCAI 2022
SSN_NLP_MLRG at SemEval-2022 Task 4: Ensemble Learning strategies to detect Patronizing and Condescending Language NAACL 2022
Establishing a Baseline for Arabic Patents Classification: A Comparison of Twelve Approaches EMNLP 2022
Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning IJCAI 2022
ARC-NLP at CASE 2022 Task 1: Ensemble Learning for Multilingual Protest Event Detection EMNLP 2022
YMAI at SemEval-2022 Task 5: Detecting Misogyny in Memes using VisualBERT and MMBT MultiModal Pre-trained Models NAACL 2022
Adversarial Perturbations Augmented Language Models for Euphemism Identification EMNLP 2022
Building Robust Ensembles via Margin Boosting ICML 2022
Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset EMNLP 2022
Rethinking Fano’s Inequality in Ensemble Learning ICML 2022