ensemble method

CUNI and Phrase at WMT25 MT Evaluation Task EMNLP 2025 DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion AAAI 2025 Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy Maximization JMLR 2025 DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025 EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation AAAI 2025 Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025 Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems ACL 2025 Ensemble Watermarks for Large Language Models ACL 2025 Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models EMNLP 2025 Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing AAAI 2025 Estimating LLM Consistency: A User Baseline vs Surrogate Metrics EMNLP 2025 Exploiting Prompt-induced Confidence for Black-Box Attacks on LLMs EMNLP 2025 Fine-Tuned Transformer-Based Weighted Soft Voting Ensemble for Persuasion Technique Classification in Slavic Languages ACL 2025 From Evidence Mining to Meta-Prediction: a Gradient of Methodologies for Task-Specific Challenges in Psychological Assessment NAACL 2025 GOLDX at SemEval-2025 Task 11: RoBERTa for Text-Based Emotion Detection SemEval 2025 How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation EMNLP 2025 iai_MSU at SemEval-2025 Task-3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes in English SemEval 2025 Instability in Downstream Task Performance During LLM Pretraining EMNLP 2025 IsiZulu noun classification based on replicating the ensemble approach for Runyankore COLING 2025 JGU Mainz’s Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025 JHU IWSLT 2025 Low-resource System Description ACL 2025 Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble SemEval 2025 Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret CVPR 2025 Latent-EnSF: A Latent Ensemble Score Filter for High-Dimensional Data Assimilation with Sparse Observation Data ICLR 2025 Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition CVPR 2025