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Ensemble Learning

186 directly classified papers

Papers per year

Papers

Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast—Choose Three EMNLP 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference EMNLP 2020
Tencent Neural Machine Translation Systems for the WMT20 News Translation Task EMNLP 2020
TMUOU Submission for WMT20 Quality Estimation Shared Task EMNLP 2020
Tencent submission for WMT20 Quality Estimation Shared Task EMNLP 2020
PublishInCovid19 at WNUT 2020 Shared Task-1: Entity Recognition in Wet Lab Protocols using Structured Learning Ensemble and Contextualised Embeddings EMNLP 2020
BiTeM at WNUT 2020 Shared Task-1: Named Entity Recognition over Wet Lab Protocols using an Ensemble of Contextual Language Models EMNLP 2020
NLP North at WNUT-2020 Task 2: Pre-training versus Ensembling for Detection of Informative COVID-19 English Tweets EMNLP 2020
Phonemer at WNUT-2020 Task 2: Sequence Classification Using COVID Twitter BERT and Bagging Ensemble Technique based on Plurality Voting EMNLP 2020
CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets - RoBERTa Ensembles and The Continued Relevance of Handcrafted Features EMNLP 2020
SU-NLP at WNUT-2020 Task 2: The Ensemble Models EMNLP 2020
LynyrdSkynyrd at WNUT-2020 Task 2: Semi-Supervised Learning for Identification of Informative COVID-19 English Tweets EMNLP 2020
Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis AACL 2020
Single Model Ensemble using Pseudo-Tags and Distinct Vectors ACL 2020
Metaphor Detection using Ensembles of Bidirectional Recurrent Neural Networks ACL 2020
Sarcasm Detection Using an Ensemble Approach ACL 2020
English-to-Japanese Diverse Translation by Combining Forward and Backward Outputs ACL 2020
Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL 2020
ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies NIPS 2019
RACAI’s System at PharmaCoNER 2019 EMNLP 2019
Fill the GAP: Exploiting BERT for Pronoun Resolution ACL 2019
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation AAAI 2019
Pretrained Ensemble Learning for Fine-Grained Propaganda Detection EMNLP 2019
TLR at BSNLP2019: A Multilingual Named Entity Recognition System ACL 2019
Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases EMNLP 2019