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Ensemble Learning

347 directly classified papers

Papers per year

Papers

NLP_CHRISTINE at SemEval-2023 Task 10: Utilizing Transformer Contextual Representations and Ensemble Learning for Sexism Detection on Social Media Texts SEMEVAL 2023
Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ACL 2023
Ensemble Transfer Learning for Multilingual Coreference Resolution ACL 2023
Alexa at SemEval-2023 Task 10: Ensemble Modeling of DeBERTa and BERT Variations for Identifying Sexist Text ACL 2023
Top-Ambiguity Samples Matter: Understanding Why Deep Ensemble Works in Selective Classification NIPS 2023
Stability of Random Forests and Coverage of Random-Forest Prediction Intervals NIPS 2023
Witcherses at SemEval-2023 Task 12: Ensemble Learning for African Sentiment Analysis SEMEVAL 2023
A Simple yet Efficient Ensemble Approach for AI-generated Text Detection EMNLP 2023
MEAL: Stable and Active Learning for Few-Shot Prompting EMNLP 2023
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP EMNLP 2023
Knowdee at BLP-2023 Task 2: Improving Bangla Sentiment Analysis Using Ensembled Models with Pseudo-Labeling EMNLP 2023
Alexa at SemEval-2023 Task 10: Ensemble Modeling of DeBERTa and BERT Variations for Identifying Sexist Text SEMEVAL 2023
UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation SEMEVAL 2023
Team_Syrax at BLP-2023 Task 1: Data Augmentation and Ensemble Based Approach for Violence Inciting Text Detection in Bangla EMNLP 2023
GBT: Generative Boosting Training Approach for Paraphrase Identification EMNLP 2023
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition ICCV 2023
Flexible Model Aggregation for Quantile Regression JMLR 2023
UIRISC at SemEval-2023 Task 10: Explainable Detection of Online Sexism by Ensembling Fine-tuning Language Models ACL 2023
Normalizing Flow Ensembles for Rich Aleatoric and Epistemic Uncertainty Modeling AAAI 2023
HW-TSC 2023 Submission for the Quality Estimation Shared Task EMNLP 2023
AdaBoost.C2: Boosting Classifiers Chains for Multi-Label Classification AAAI 2023
Online Random Feature Forests for Learning in Varying Feature Spaces AAAI 2023
Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models AAAI 2023
Federated Cross Learning for Medical Image Segmentation MIDL 2023
Frank at NADI 2023 Shared Task: Trio-Based Ensemble Approach for Arabic Dialect Identification EMNLP 2023