ensemble method

Learning Uncertainty-Aware Temporally-Extended Actions AAAI 2024 LUQ: Long-text Uncertainty Quantification for LLMs EMNLP 2024 MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight SemEval 2024 Majority-of-Three: The Simplest Optimal Learner? COLT 2024 MasonTigers at SemEval-2024 Task 1: An Ensemble Approach for Semantic Textual Relatedness SemEval 2024 MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection SemEval 2024 MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-Thought Prompts SemEval 2024 MasonTigers@LT-EDI-2024: An Ensemble Approach Towards Detecting Homophobia and Transphobia in Social Media Comments EACL 2024 Mitigating Metric Bias in Minimum Bayes Risk Decoding EMNLP 2024 NLPeople at L+M-24 Shared Task: An Ensembled Approach for Molecule Captioning from SMILES ACL 2024 PAD: A Robustness Enhancement Ensemble Method via Promoting Attention Diversity COLING 2024 Papilusion at DAGPap24: Paper or Illusion? Detecting AI-generated Scientific Papers ACL 2024 PICT at StanceEval2024: Stance Detection in Arabic using Ensemble of Large Language Models ACL 2024 Pollice Verso at SemEval-2024 Task 6: The Roman Empire Strikes Back SemEval 2024 Quantifying Representation Reliability in Self-Supervised Learning Models UAI 2024 Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation AAAI 2024 Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problems EMNLP 2024 Reinforcement Learning from Diverse Human Preferences IJCAI 2024 RISE: Robust Early-exiting Internal Classifiers for Suicide Risk Evaluation COLING 2024 Robust Fine-tuning of Zero-shot Models via Variance Reduction NeurIPS 2024 Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice CLeaR 2024 RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models NeurIPS 2024 SLPL SHROOM at SemEval2024 Task 06 : A comprehensive study on models ability to detect hallucination SemEval 2024 SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination Detection SemEval 2024 Spurious Feature Diversification Improves Out-of-distribution Generalization ICLR 2024