ensemble learning

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 DILAB at #SMM4H 2024: RoBERTa Ensemble for Identifying Children’s Medical Disorders in English Tweets ACL 2024 Disguise without Disruption: Utility-Preserving Face De-identification AAAI 2024 Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA EMNLP 2024 DOFEN: Deep Oblivious Forest ENsemble NeurIPS 2024 DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer ICLR 2024 Duration Dynamics: Fin-Turbo’s Rapid Route to ESG Impact Insight COLING 2024 DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion ACL 2024 Enhancing Group Fairness in Online Settings Using Oblique Decision Forests ICLR 2024 Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting ICLR 2024 Enhancing the Power of OOD Detection via Sample-Aware Model Selection CVPR 2024 Ensemble Diversity Facilitates Adversarial Transferability CVPR 2024 Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration NeurIPS 2024 Ensembles of Hybrid and End-to-End Speech Recognition. COLING 2024 EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models NeurIPS 2024 Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning ACL 2024 Federated Ensemble-Directed Offline Reinforcement Learning NeurIPS 2024 Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation EMNLP 2024 From Shortcuts to Triggers: Backdoor Defense with Denoised PoE NAACL 2024 Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought ICML 2024 GMU at MLSP 2024: Multilingual Lexical Simplification with Transformer Models NAACL 2024 GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data ICLR 2024 Great Minds Think Alike: The Universal Convergence Trend of Input Salience NeurIPS 2024 Halu-NLP at SemEval-2024 Task 6: MetaCheckGPT - A Multi-task Hallucination Detection using LLM uncertainty and meta-models SemEval 2024 HAMiSoN-Ensemble at ClimateActivism 2024: Ensemble of RoBERTa, Llama 2, and Multi-task for Stance Detection EACL 2024