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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

Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity EMNLP 2022
CSECU-DSG @ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification EMNLP 2022
Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP 2022
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022
Knowledge informed sustainability detection from short financial texts EMNLP 2022
UMUTeam at SemEval-2022 Task 5: Combining image and textual embeddings for multi-modal automatic misogyny identification NAACL 2022
Improved Data Augmentation for Translation Suggestion EMNLP 2022
COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task EMNLP 2022
HW-TSC Systems for WMT22 Very Low Resource Supervised MT Task EMNLP 2022
ARGUABLY@SMM4H’22: Classification of Health Related Tweets using Ensemble, Zero-Shot and Fine-Tuned Language Model COLING 2022
HW-TSC Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022
Resource of Wikipedias in 31 Languages Categorized into Fine-Grained Named Entities COLING 2022
Reconstructing Training Data From Diverse ML Models by Ensemble Inversion WACV 2022
PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation EMNLP 2022
Transformer based ensemble for emotion detection ACL 2022
NCUEE-NLP@SMM4H’22: Classification of Self-reported Chronic Stress on Twitter Using Ensemble Pre-trained Transformer Models COLING 2022
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers AAAI 2022
AILAB-Udine@SMM4H’22: Limits of Transformers and BERT Ensembles COLING 2022
Novel Ensemble Diversification Methods for Open-Set Scenarios WACV 2022
Logically at the Constraint 2022: Multimodal role labelling ACL 2022
Meta-Meta Classification for One-Shot Learning WACV 2022
Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks AAAI 2022
Leveraging Test-Time Consensus Prediction for Robustness Against Unseen Noise WACV 2022
AIR-JPMC@SMM4H’22: Classifying Self-Reported Intimate Partner Violence in Tweets with Multiple BERT-based Models COLING 2022
Combining Language Models and Linguistic Information to Label Entities in Memes ACL 2022