Ensemble Methods

Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models EMNLP 2024 Cycle Self-Refinement for Multi-Source Domain Adaptation AAAI 2024 DetectiveReDASers at HSD-2Lang 2024: A New Pooling Strategy with Cross-lingual Augmentation and Ensembling for Hate Speech Detection in Low-resource Languages EACL 2024 DOFEN: Deep Oblivious Forest ENsemble NeurIPS 2024 DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion ACL 2024 End-to-end Feature Selection Approach for Learning Skinny Trees AISTATS 2024 Enhancing Ensemble Clustering with Adaptive High-Order Topological Weights AAAI 2024 Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning ACL 2024 Fast Hyperboloid Decision Tree Algorithms ICLR 2024 FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion NeurIPS 2024 Generative Forests NeurIPS 2024 How many classifiers do we need? NeurIPS 2024 Improved Regret of Linear Ensemble Sampling NeurIPS 2024 IMS_medicALY at #SMM4H 2024: Detecting Impacts of Outdoor Spaces on Social Anxiety with Data Augmented Ensembling ACL 2024 IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing NeurIPS 2024 LMU-BioNLP at SemEval-2024 Task 2: Large Diverse Ensembles for Robust Clinical NLI SemEval 2024 Majority-of-Three: The Simplest Optimal Learner? COLT 2024 MasonTigers@LT-EDI-2024: An Ensemble Approach Towards Detecting Homophobia and Transphobia in Social Media Comments EACL 2024 MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information AAAI 2024 MMD-based Variable Importance for Distributional Random Forest AISTATS 2024 MUCS@DravidianLangTech-2024: A Grid Search Approach to Explore Sentiment Analysis in Code-mixed Tamil and Tulu EACL 2024 Online Boosting Adaptive Learning under Concept Drift for Multistream Classification AAAI 2024 Post-Hoc Reversal: Are We Selecting Models Prematurely? NeurIPS 2024 Robust Fine-tuning of Zero-shot Models via Variance Reduction NeurIPS 2024 SSN-Nova@LT-EDI 2024: POS Tagging, Boosting Techniques and Voting Classifiers for Caste And Migration Hate Speech Detection EACL 2024