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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

MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language 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 ACL 2021
SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection SEMEVAL 2021
DeepBlueAI at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with Stacking Diverse Language Model-Based Methods SEMEVAL 2021
Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense SEMEVAL 2021
RedwoodNLP at SemEval-2021 Task 7: Ensembled Pretrained and Lightweight Models for Humor Detection SEMEVAL 2021
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach ACL 2021
Cambridge at SemEval-2021 Task 1: An Ensemble of Feature-Based and Neural Models for Lexical Complexity Prediction SEMEVAL 2021
Tree in Tree: from Decision Trees to Decision Graphs NIPS 2021
Uncertainty Calibration for Ensemble-Based Debiasing Methods NIPS 2021
A Highly-Parameterized Ensemble to Play Gin Rummy AAAI 2021
Hate-Alert@DravidianLangTech-EACL2021: Ensembling strategies for Transformer-based Offensive language Detection EACL 2021
GAN Ensemble for Anomaly Detection AAAI 2021
Towards Robust Model Reuse in the Presence of Latent Domains IJCAI 2021
Safe Weakly Supervised Learning IJCAI 2021
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation SEMEVAL 2021
LeCun at SemEval-2021 Task 6: Detecting Persuasion Techniques in Text Using Ensembled Pretrained Transformers and Data Augmentation ACL 2021
Track, Check, Repeat: An EM Approach to Unsupervised Tracking CVPR 2021
Ensembling With Deep Generative Views CVPR 2021
Objects Are Different: Flexible Monocular 3D Object Detection CVPR 2021
Bitions@DravidianLangTech-EACL2021: Ensemble of Multilingual Language Models with Pseudo Labeling for offence Detection in Dravidian Languages EACL 2021
SJ_AJ@DravidianLangTech-EACL2021: Task-Adaptive Pre-Training of Multilingual BERT models for Offensive Language Identification EACL 2021
Determining a Person’s Suicide Risk by Voting on the Short-Term History of Tweets for the CLPsych 2021 Shared Task NAACL 2021
SarcasmDet at SemEval-2021 Task 7: Detect Humor and Offensive based on Demographic Factors using RoBERTa Pre-trained Model ACL 2021
Improving Cross-Domain Hate Speech Detection by Reducing the False Positive Rate NAACL 2021