ensemble learning

NU at WASSA 2024 Empathy and Personality Shared Task: Enhancing Personality Predictions with Knowledge Graphs; A Graphical Neural Network and LightGBM Ensemble Approach ACL 2024 Online Boosting Adaptive Learning under Concept Drift for Multistream Classification AAAI 2024 On-the-Fly Fusion of Large Language Models and Machine Translation NAACL 2024 Optimal Weighted Random Forests JMLR 2024 Personalized Privacy Protection Mask Against Unauthorized Facial Recognition ECCV 2024 Post-Hoc Reversal: Are We Selecting Models Prematurely? NeurIPS 2024 Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation Enhancement EMNLP 2024 Predicting the Performance of Foundation Models via Agreement-on-the-Line NeurIPS 2024 PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs NAACL 2024 PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles NAACL 2024 Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation AAAI 2024 Rad-NeRF: Ray-decoupled Training of Neural Radiance Field NeurIPS 2024 Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problems EMNLP 2024 RDproj at SemEval-2024 Task 4: An Ensemble Learning Approach for Multilingual Detection of Persuasion Techniques in Memes SemEval 2024 REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes ICLR 2024 Revisiting Ensembling in One-Shot Federated Learning NeurIPS 2024 Robust Fine-tuning of Zero-shot Models via Variance Reduction NeurIPS 2024 SAFARI: Cross-lingual Bias and Factuality Detection in News Media and News Articles EMNLP 2024 SCaLAR at SemEval-2024 Task 8: Unmasking the machine : Exploring the power of RoBERTa Ensemble for Detecting Machine Generated Text SemEval 2024 Semantists at LegalLens-2024: Data-efficient Training of LLM’s for Legal Violation Identification EMNLP 2024 SSN-Nova@LT-EDI 2024: Leveraging Vectorisation Techniques in an Ensemble Approach for Stress Identification in Low-Resource Languages EACL 2024 Stabilizing Linear Passive-Aggressive Online Learning with Weighted Reservoir Sampling NeurIPS 2024 StanceCrafters at StanceEval2024: Multi-task Stance Detection using BERT Ensemble with Attention Based Aggregation ACL 2024 Strong Transferable Adversarial Attacks via Ensembled Asymptotically Normal Distribution Learning CVPR 2024 SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA EMNLP 2024