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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

STS-UHH at SemEval-2017 Task 1: Scoring Semantic Textual Similarity Using Supervised and Unsupervised Ensemble SEMEVAL 2017
INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis SEMEVAL 2017
On the Learnability of Fully-Connected Neural Networks AISTATS 2017
Online multiclass boosting NIPS 2017
Modal Consistency based Pre-Trained Multi-Model Reuse IJCAI 2017
Dynamic Weighted Majority for Incremental Learning of Imbalanced Data Streams with Concept Drift IJCAI 2017
NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings SEMEVAL 2017
ECNU at SemEval-2017 Task 8: Rumour Evaluation Using Effective Features and Supervised Ensemble Models SEMEVAL 2017
Exploiting Intra-Annotator Rating Consistency Through Copeland’s Method for Estimation of Ground Truth Labels in Couples’ Therapy INTERSPEECH 2017
Learning and Applying Case Adaptation Rules for Classification: An Ensemble Approach IJCAI 2017
Collaborative Partitioning for Coreference Resolution CONLL 2017
Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising IJCNLP 2017
Age Group Classification with Speech and Metadata Multimodality Fusion EACL 2017
MainiwayAI at IJCNLP-2017 Task 2: Ensembles of Deep Architectures for Valence-Arousal Prediction IJCNLP 2017
Learning with Feature Evolvable Streams NIPS 2017
Online Learning With Bayesian Classification Trees CVPR 2016
Random Rotation Ensembles JMLR 2016
Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests JMLR 2016
Fast and Flexible Monotonic Functions with Ensembles of Lattices NIPS 2016
Wavelet decompositions of Random Forests - smoothness analysis, sparse approximation and applications JMLR 2016
Sequence Student-Teacher Training of Deep Neural Networks INTERSPEECH 2016
Product Classification in E-Commerce using Distributional Semantics COLING 2016
Time series prediction and online learning COLT 2016
Unsupervised Ensemble Learning with Dependent Classifiers AISTATS 2016
Combining Weak Tokenisers for Phonotactic Language Recognition in a Resource-Constrained Setting INTERSPEECH 2016