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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

Analyzing Breath Signals for the Interspeech 2020 ComParE Challenge INTERSPEECH 2020
A dual-encoding system for dialect classification COLING 2020
ZHAW-InIT - Social Media Geolocation at VarDial 2020 COLING 2020
Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification COLING 2020
Arabic dialect identification: An Arabic-BERT model with data augmentation and ensembling strategy COLING 2020
TransQuest at WMT2020: Sentence-Level Direct Assessment EMNLP 2020
Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles EMNLP 2020
NLP@JUST at SemEval-2020 Task 4: Ensemble Technique for BERT and Roberta to Evaluate Commonsense Validation SEMEVAL 2020
CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling SEMEVAL 2020
UTFPR at SemEval 2020 Task 12: Identifying Offensive Tweets with Lightweight Ensembles SEMEVAL 2020
Lee at SemEval-2020 Task 5: ALBERT Model Based on the Maximum Ensemble Strategy and Different Data Sampling Methods for Detecting Counterfactual Statements SEMEVAL 2020
YNU-HPCC at SemEval-2020 Task 7: Using an Ensemble BiGRU Model to Evaluate the Humor of Edited News Titles SEMEVAL 2020
YNU_oxz at SemEval-2020 Task 12: Bidirectional GRU with Capsule for Identifying Multilingual Offensive Language SEMEVAL 2020
Ensemble Approaches for Uncertainty in Spoken Language Assessment INTERSPEECH 2020
Outlier Detection Ensemble with Embedded Feature Selection AAAI 2020
Modality-Balanced Models for Visual Dialogue AAAI 2020
ERLP: Ensembles of Reinforcement Learning Policies (Student Abstract) AAAI 2020
PublishInCovid19 at WNUT 2020 Shared Task-1: Entity Recognition in Wet Lab Protocols using Structured Learning Ensemble and Contextualised Embeddings EMNLP 2020
Knowing Right from Wrong: Should We Use More Complex Models for Automatic Short-Answer Scoring in Bahasa Indonesia? EMNLP 2020
Phonemer at WNUT-2020 Task 2: Sequence Classification Using COVID Twitter BERT and Bagging Ensemble Technique based on Plurality Voting EMNLP 2020
Improving Confidence Estimates for Unfamiliar Examples CVPR 2020
The Diversified Ensemble Neural Network NIPS 2020
Collegial Ensembles NIPS 2020
Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space NIPS 2020
PSForest: Improving Deep Forest via Feature Pooling and Error Screening ACML 2020