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Ensemble Learning

347 directly classified papers

Papers per year

Papers

Ensemble Fine-tuned mBERT for Translation Quality Estimation EMNLP 2021
RTM Super Learner Results at Quality Estimation Task EMNLP 2021
Illinois Japanese ↔ English News Translation for WMT 2021 EMNLP 2021
Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine Translation EMNLP 2021
Efficient Test Time Adapter Ensembling for Low-resource Language Varieties EMNLP 2021
Fighting the COVID-19 Infodemic with a Holistic BERT Ensemble NAACL 2021
Textgraphs-15 Shared Task System Description : Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings NAACL 2021
Towards Robust Model Reuse in the Presence of Latent Domains IJCAI 2021
Denoising Word Embeddings by Averaging in a Shared Space ACL 2021
Co-Teaching Student-Model through Submission Results of Shared Task EMNLP 2021
Handling Acoustic Variation in Dysarthric Speech Recognition Systems Through Model Combination INTERSPEECH 2021
Greedy Gradient Ensemble for Robust Visual Question Answering ICCV 2021
CompNA at SemEval-2021 Task 1: Prediction of lexical complexity analyzing heterogeneous features ACL 2021
Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering ACL 2021
A Mixture-of-Experts Model for Antonym-Synonym Discrimination ACL 2021
Recognising Covid-19 from Coughing Using Ensembles of SVMs and LSTMs with Handcrafted and Deep Audio Features INTERSPEECH 2021
Gathering Information and Engaging the User ComBot: A Task-Based, Serendipitous Dialog Model for Patient-Doctor Interactions NAACL 2021
RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction SEMEVAL 2021
Precision-based Boosting AAAI 2021
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection SEMEVAL 2021
RaSE: Random Subspace Ensemble Classification JMLR 2021
Troubleshooting Blind Image Quality Models in the Wild CVPR 2021
CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection ACL 2021
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning ICML 2021
SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection ACL 2021