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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

Transfer Learning with Adaptive Online TrAdaBoost for Data Streams ACML 2021
Learn to Predict Vertical Track Irregularity with Extremely Imbalanced Data ACML 2021
Ensembling With a Fixed Parameter Budget: When Does It Help and Why? ACML 2021
S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging ACL 2021
Augmented Partial Mutual Learning with Frame Masking for Video Captioning AAAI 2021
IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest Detection ACL 2021
Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks AAAI 2021
Recognising Covid-19 from Coughing Using Ensembles of SVMs and LSTMs with Handcrafted and Deep Audio Features INTERSPEECH 2021
SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection ACL 2021
MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers ACL 2021
LeCun at SemEval-2021 Task 6: Detecting Persuasion Techniques in Text Using Ensembled Pretrained Transformers and Data Augmentation SEMEVAL 2021
IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection SEMEVAL 2021
Noobs at Semeval-2021 Task 4: Masked Language Modeling for abstract answer prediction SEMEVAL 2021
On the Intrinsic Differential Privacy of Bagging IJCAI 2021
EndTimes at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with BERT and Ensembles ACL 2021
Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness AAAI 2021
Test-time Collective Prediction NIPS 2021
Denoising Word Embeddings by Averaging in a Shared Space ACL 2021
Avengers, Ensemble! Benefits of ensembling in grapheme-to-phoneme prediction ACL 2021
CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection ACL 2021
UAntwerp at SemEval-2021 Task 5: Spans are Spans, stacking a binary word level approach to toxic span detection ACL 2021
NLP_UIOWA at Semeval-2021 Task 5: Transferring Toxic Sets to Tag Toxic Spans ACL 2021
On complementing end-to-end human behavior predictors with planning RSS 2021
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning ICML 2021
IBMResearch at MEDIQA 2021: Toward Improving Factual Correctness of Radiology Report Abstractive Summarization NAACL 2021