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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

STANKER: Stacking Network based on Level-grained Attention-masked BERT for Rumor Detection on Social Media EMNLP 2021
TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness NIPS 2021
Neural Bootstrapper NIPS 2021
EndTimes at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with BERT and Ensembles IJCNLP 2021
EndTimes at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with BERT and Ensembles SEMEVAL 2021
Boosting Ensemble Accuracy by Revisiting Ensemble Diversity Metrics CVPR 2021
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering ACL 2021
Adaptive Ensemble Q-learning: Minimizing Estimation Bias via Error Feedback NIPS 2021
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection EMNLP 2021
Boosting with Multiple Sources NIPS 2021
MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language Models for Toxic Spans Detection ACL 2021
Identifying Conflict Escalation and Primates by Using Ensemble X-Vectors and Fisher Vector Features INTERSPEECH 2021
Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech INTERSPEECH 2021
LongSumm 2021: Session based automatic summarization model for scientific document NAACL 2021
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification NAACL 2021
ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction ACL 2021
ArSarcasm Shared Task: An Ensemble BERT Model for SarcasmDetection in Arabic Tweets EACL 2021
DeepBlueAI at WANLP-EACL2021 task 2: A Deep Ensemble-based Method for Sarcasm and Sentiment Detection in Arabic EACL 2021
LA-SACo: A Study of Learning Approaches for Sentiments Analysis inCode-Mixing Texts EACL 2021
Hopeful Men@LT-EDI-EACL2021: Hope Speech Detection Using Indic Transliteration and Transformers EACL 2021
MUCS@LT-EDI-EACL2021:CoHope-Hope Speech Detection for Equality, Diversity, and Inclusion in Code-Mixed Texts EACL 2021
UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning EACL 2021
Nearest neighbour approaches for Emotion Detection in Tweets EACL 2021
Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data INTERSPEECH 2021
Sarcasm and Sentiment Detection in Arabic language A Hybrid Approach Combining Embeddings and Rule-based Features EACL 2021