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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

UCAM Biomedical Translation at WMT19: Transfer Learning Multi-domain Ensembles ACL 2019
Supervising Unsupervised Open Information Extraction Models EMNLP 2019
Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases EMNLP 2019
Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks SEMEVAL 2019
CodeForTheChange at SemEval-2019 Task 8: Skip-Thoughts for Fact Checking in Community Question Answering SEMEVAL 2019
Lijunyi at SemEval-2019 Task 9: An attention-based LSTM and ensemble of different models for suggestion mining from online reviews and forums SEMEVAL 2019
SCIA at SemEval-2019 Task 3: Sentiment Analysis in Textual Conversations Using Deep Learning SEMEVAL 2019
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence Pooling ACL 2019
NIT_Agartala_NLP_Team at SemEval-2019 Task 6: An Ensemble Approach to Identifying and Categorizing Offensive Language in Twitter Social Media Corpora SEMEVAL 2019
YNU-HPCC at SemEval-2019 Task 6: Identifying and Categorising Offensive Language on Twitter SEMEVAL 2019
Unsupervised Evaluation and Weighted Aggregation of Ranked Classification Predictions JMLR 2019
Deep Attention Gated Dilated Temporal Convolutional Networks with Intra-Parallel Convolutional Modules for End-to-End Monaural Speech Separation INTERSPEECH 2019
Mawdoo3 AI at MADAR Shared Task: Arabic Fine-Grained Dialect Identification with Ensemble Learning ACL 2019
Margin-Based Generalization Lower Bounds for Boosted Classifiers NIPS 2019
Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces NIPS 2019
On Theory for BART AISTATS 2019
Accurate Uncertainty Estimation and Decomposition in Ensemble Learning NIPS 2019
Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network SEMEVAL 2019
SymantoResearch at SemEval-2019 Task 3: Combined Neural Models for Emotion Classification in Human-Chatbot Conversations SEMEVAL 2019
Zeyad at SemEval-2019 Task 6: That’s Offensive! An All-Out Search For An Ensemble To Identify And Categorize Offense in Tweets. SEMEVAL 2019
UVA Wahoos at SemEval-2019 Task 6: Hate Speech Identification using Ensemble Machine Learning SEMEVAL 2019
TUVD team at SemEval-2019 Task 6: Offense Target Identification SEMEVAL 2019
THU-HCSI at SemEval-2019 Task 3: Hierarchical Ensemble Classification of Contextual Emotion in Conversation SEMEVAL 2019
Transformer-based Automatic Post-Editing Model with Joint Encoder and Multi-source Attention of Decoder ACL 2019
Classifying the reported ability in clinical mobility descriptions ACL 2019