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ensemble learning

1271 papers

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EL

Co-occurring keywords

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

Learning Neural Network Subspaces ICML 2021
MMIM: An Interpretable Regularization Method for Neural Networks (Student Abstract) AAAI 2021
Self-Distillation for Few-Shot Image Captioning WACV 2021
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction ACL 2021
UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models SEMEVAL 2021
Boost Neural Networks by Checkpoints NIPS 2021
TUDA-CCL at SemEval-2021 Task 1: Using Gradient-boosted Regression Tree Ensembles Trained on a Heterogeneous Feature Set for Predicting Lexical Complexity SEMEVAL 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense SEMEVAL 2021
Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness SEMEVAL 2021
MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language Models for Toxic Spans Detection SEMEVAL 2021
Provably Secure Federated Learning against Malicious Clients AAAI 2021
DeepBlueAI at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with Stacking Diverse Language Model-Based Methods ACL 2021
Understanding Double Descent Requires A Fine-Grained Bias-Variance Decomposition NIPS 2020
LIBRE: Learning Interpretable Boolean Rule Ensembles AISTATS 2020
Ensemble Learning for Relational Data JMLR 2020
Sparse Projection Oblique Randomer Forests JMLR 2020
ThunderGBM: Fast GBDTs and Random Forests on GPUs JMLR 2020
Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL 2020
Strudel: Learning Structured-Decomposable Probabilistic Circuits PGM 2020
Residual Sum-Product Networks PGM 2020
Neural RST-based Evaluation of Discourse Coherence AACL 2020
Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis AACL 2020
A Hybrid System for NLPTEA-2020 CGED Shared Task AACL 2020
Segment Aggregation for Short Utterances Speaker Verification Using Raw Waveforms INTERSPEECH 2020
Ensemble of Students Taught by Probabilistic Teachers to Improve Speech Emotion Recognition INTERSPEECH 2020