ensemble learning

AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing ACL 2023 An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations IJCAI 2023 APatt at SemEval-2023 Task 3: The Sapienza NLP System for Ensemble-based Multilingual Propaganda Detection SemEval 2023 AraDetector at ArAIEval Shared Task: An Ensemble of Arabic-specific pre-trained BERT and GPT-4 for Arabic Disinformation Detection EMNLP 2023 A Randomized Subspace-based Approach for Dimensionality Reduction and Important Variable Selection JMLR 2023 Argumentative Stance Prediction: An Exploratory Study on Multimodality and Few-Shot Learning EMNLP 2023 Aristoxenus at SemEval-2023 Task 4: A Domain-Adapted Ensemble Approach to the Identification of Human Values behind Arguments SemEval 2023 A Simple yet Efficient Ensemble Approach for AI-generated Text Detection EMNLP 2023 Audit Report Coverage Assessment using Sentence Classification AACL 2023 AutoGluon–TimeSeries: AutoML for Probabilistic Time Series Forecasting AutoML 2023 Bagging is an Optimal PAC Learner COLT 2023 Balanced Product of Calibrated Experts for Long-Tailed Recognition CVPR 2023 Boosting with Tempered Exponential Measures NeurIPS 2023 Certifying Ensembles: A General Certification Theory with S-Lipschitzness ICML 2023 ChaPat at SemEval-2023 Task 9: Text Intimacy Analysis using Ensembles of Multilingual Transformers SemEval 2023 CICL_DMS at SemEval-2023 Task 11: Learning With Disagreements (Le-Wi-Di) SemEval 2023 Composing Ensembles of Pre-trained Models via Iterative Consensus ICLR 2023 Confidence-based Ensembles of End-to-End Speech Recognition Models Interspeech 2023 Confidence-based Ensembling of Perspective-aware Models EMNLP 2023 Converge at WASSA 2023 Empathy, Emotion and Personality Shared Task: A Transformer-based Approach for Multi-Label Emotion Classification ACL 2023 CoToHiLi at SIGTYP 2023: Ensemble Models for Cognate and Derivative Words Detection EACL 2023 CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models ACL 2023 DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks CVPR 2023 Data-Free One-Shot Federated Learning Under Very High Statistical Heterogeneity ICLR 2023 DENL: Diverse Ensemble and Noisy Logits for Improved Robustness of Neural Networks ACML 2023