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

Regressive Ensemble for Machine Translation Quality Evaluation EMNLP 2021

NVIDIA NeMo’s Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21 EMNLP 2021

Histogram Transform Ensembles for Large-scale Regression JMLR 2021

Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness ACL 2021

Calibrate your listeners! Robust communication-based training for pragmatic speakers EMNLP 2021

THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation IJCNLP 2021

Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing ACL 2021

CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection SEMEVAL 2021

Noobs at Semeval-2021 Task 4: Masked Language Modeling for abstract answer prediction ACL 2021

OCHADAI at SMM4H-2021 Task 5: Classifying self-reporting tweets on potential cases of COVID-19 by ensembling pre-trained language models NAACL 2021

NRC-CNRC Systems for Upper Sorbian-German and Lower Sorbian-German Machine Translation 2021 EMNLP 2021

Textgraphs-15 Shared Task System Description : Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings NAACL 2021

Distillation Multiple Choice Learning for Multimodal Action Recognition WACV 2021

Ensembling Low Precision Models for Binary Biomedical Image Segmentation WACV 2021

ICL’s Submission to the WMT21 Critical Error Detection Shared Task EMNLP 2021

Ensemble Fine-tuned mBERT for Translation Quality Estimation EMNLP 2021

On the Transferability of Adversarial Attacks against Neural Text Classifier EMNLP 2021

The University of Edinburgh’s Bengali-Hindi Submissions to the WMT21 News Translation Task EMNLP 2021

Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method EMNLP 2021

MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks ICCV 2021

ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction IJCNLP 2021

Self-Paced Ensemble Learning for Speech and Audio Classification INTERSPEECH 2021

Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine Translation EMNLP 2021

Co-Teaching Student-Model through Submission Results of Shared Task EMNLP 2021

Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables ACL 2021