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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

Boosting Transfer Learning with Survival Data from Heterogeneous Domains AISTATS 2019
NL-FIIT at SemEval-2019 Task 3: Emotion Detection From Conversational Triplets Using Hierarchical Encoders SEMEVAL 2019
THU_NGN at SemEval-2019 Task 3: Dialog Emotion Classification using Attentional LSTM-CNN SEMEVAL 2019
YUN-HPCC at SemEval-2019 Task 3: Multi-Step Ensemble Neural Network for Sentiment Analysis in Textual Conversation SEMEVAL 2019
YNU NLP at SemEval-2019 Task 5: Attention and Capsule Ensemble for Identifying Hate Speech SEMEVAL 2019
DeepAnalyzer at SemEval-2019 Task 6: A deep learning-based ensemble method for identifying offensive tweets SEMEVAL 2019
MIDAS at SemEval-2019 Task 6: Identifying Offensive Posts and Targeted Offense from Twitter SEMEVAL 2019
eventAI at SemEval-2019 Task 7: Rumor Detection on Social Media by Exploiting Content, User Credibility and Propagation Information SEMEVAL 2019
Neural Architectures for Fine-Grained Propaganda Detection in News EMNLP 2019
UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain ACL 2019
TLR at BSNLP2019: A Multilingual Named Entity Recognition System ACL 2019
A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation NAACL 2018
Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network IJCAI 2018
Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification ACL 2018
Improving Classification of Twitter Behavior During Hurricane Events ACL 2018
Distractor Generation for Multiple Choice Questions Using Learning to Rank NAACL 2018
Generative Warfare Nets: Ensemble via Adversaries and Collaborators IJCAI 2018
Constrained Interacting Submodular Groupings ICML 2018
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference NAACL 2018
Parsing Tweets into Universal Dependencies NAACL 2018
Second Language Acquisition Modeling: An Ensemble Approach NAACL 2018
Predicting misreadings from gaze in children with reading difficulties NAACL 2018
Exploring Classifier Combinations for Language Variety Identification COLING 2018
Textual Aggression Detection through Deep Learning COLING 2018
Aggression Identification Using Deep Learning and Data Augmentation COLING 2018