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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

Adapting MARBERT for Improved Arabic Dialect Identification: Submission to the NADI 2021 Shared Task EACL 2021
Dynamic Ensembles in Named Entity Recognition for Historical Arabic Texts EACL 2021
GoldenWind at SemEval-2021 Task 5: Orthrus - An Ensemble Approach to Identify Toxicity ACL 2021
DUTH at SemEval-2021 Task 7: Is Conventional Machine Learning for Humorous and Offensive Tasks enough in 2021? ACL 2021
Efficient Training of Robust Decision Trees Against Adversarial Examples ICML 2021
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble ACL 2021
Analyzing the tree-layer structure of Deep Forests ICML 2021
S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging IJCNLP 2021
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering IJCNLP 2021
LeCun at SemEval-2021 Task 6: Detecting Persuasion Techniques in Text Using Ensembled Pretrained Transformers and Data Augmentation IJCNLP 2021
CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection IJCNLP 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense IJCNLP 2021
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models IJCNLP 2021
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble IJCNLP 2021
Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort IJCNLP 2021
Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing IJCNLP 2021
Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering IJCNLP 2021
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation IJCNLP 2021
UAntwerp at SemEval-2021 Task 5: Spans are Spans, stacking a binary word level approach to toxic span detection SEMEVAL 2021
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection IJCNLP 2021
Avengers, Ensemble! Benefits of ensembling in grapheme-to-phoneme prediction IJCNLP 2021
NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation EMNLP 2021
RTM Super Learner Results at Quality Estimation Task EMNLP 2021
The Mininglamp Machine Translation System for WMT21 EMNLP 2021
Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification EMNLP 2021