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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

ABCD Team at SemEval-2023 Task 12: An Ensemble Transformer-based System for African Sentiment Analysis ACL 2023
StFX-NLP at SemEval-2023 Task 4: Unsupervised and Supervised Approaches to Detecting Human Values in Arguments SEMEVAL 2023
On the Calibration of Probabilistic Classifier Sets AISTATS 2023
Rudolf Christoph Eucken at SemEval-2023 Task 4: An Ensemble Approach for Identifying Human Values from Arguments ACL 2023
Relation-aware Ensemble Learning for Knowledge Graph Embedding EMNLP 2023
CCA: An ML Pipeline for Cloud Anomaly Troubleshooting AAAI 2022
TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity NAACL 2022
Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services AAAI 2022
Norm-constrained Score-level Ensemble for Spoofing Aware Speaker Verification INTERSPEECH 2022
Ensemble Semi-supervised Entity Alignment via Cycle-Teaching AAAI 2022
Double Spike Dirichlet Priors for Structured Weighting JMLR 2022
Sammaan@LT-EDI-ACL2022: Ensembled Transformers Against Homophobia and Transphobia ACL 2022
Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models AAAI 2022
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution JMLR 2022
Generalized Ambiguity Decomposition for Ranking Ensemble Learning JMLR 2022
Multivariate Boosted Trees and Applications to Forecasting and Control JMLR 2022
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers AAAI 2022
Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation AAAI 2022
SOA_NLP@LT-EDI-ACL2022: An Ensemble Model for Hope Speech Detection from YouTube Comments ACL 2022
Darts: User-Friendly Modern Machine Learning for Time Series JMLR 2022
Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative NAACL 2022
IALE: Imitating Active Learner Ensembles JMLR 2022
ExactBoost: Directly Boosting the Margin in Combinatorial and Non-decomposable Metrics AISTATS 2022
Detecting generated scientific papers using an ensemble of transformer models COLING 2022
Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models ACL 2022