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ensemble method

564 papers

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Co-occurring keywords

ensemble learning (1274) text classification (6793) large language model (13587) transformer model (1996) transfer learning (5449) language model (4599) neural network (6616) sentiment analysis (2084) support vector machine (978) uncertainty quantification (1393)

Papers

Achieving the time of 1-NN, but the accuracy of k-NN AISTATS 2018
Modern Neural Networks Generalize on Small Data Sets NIPS 2018
Random Forests, Decision Trees, and Categorical Predictors: The "Absent Levels" Problem JMLR 2018
Bayesian Network Classifiers Under the Ensemble Perspective PGM 2018
Challenges for Toxic Comment Classification: An In-Depth Error Analysis EMNLP 2018
Frustratingly Easy Model Ensemble for Abstractive Summarization EMNLP 2018
Dynamically Forming a Group of Human Forecasters and Machine Forecaster for Forecasting Economic Indicators IJCAI 2018
Discriminating between Indo-Aryan Languages Using SVM Ensembles COLING 2018
Stacking with Auxiliary Features for Visual Question Answering NAACL 2018
Batched Large-scale Bayesian Optimization in High-dimensional Spaces AISTATS 2018
HUMIR at IEST-2018: Lexicon-Sensitive and Left-Right Context-Sensitive BiLSTM for Implicit Emotion Recognition EMNLP 2018
NLP at IEST 2018: BiLSTM-Attention and LSTM-Attention via Soft Voting in Emotion Classification EMNLP 2018
The RWTH Aachen University Supervised Machine Translation Systems for WMT 2018 EMNLP 2018
Multitask Boosting for Survival Analysis with Competing Risks NIPS 2018
MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge SEMEVAL 2018
CAMB at CWI Shared Task 2018: Complex Word Identification with Ensemble-Based Voting NAACL 2018
MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network SEMEVAL 2018
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach ICML 2018
YNU-HPCC at SemEval-2018 Task 2: Multi-ensemble Bi-GRU Model with Attention Mechanism for Multilingual Emoji Prediction SEMEVAL 2018
Adaboost with Auto-Evaluation for Conversational Models IJCAI 2018
Making Classifier Chains Resilient to Class Imbalance ACML 2018
Distilling Knowledge for Search-based Structured Prediction ACL 2018
SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model IJCNLP 2017
Integrating Specialized Classifiers Based on Continuous Time Markov Chain IJCAI 2017
UPC-USMBA at SemEval-2017 Task 3: Combining multiple approaches for CQA for Arabic SEMEVAL 2017