ensemble learning

DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025 DSLNLP@NLU of Devanagari Script Languages 2025: Leveraging BERT-based Architectures for Language Identification, Hate Speech Detection and Target Classification COLING 2025 DUT_IR at SemEval-2025 Task 11: Enhancing Multi-Label Emotion Classification with an Ensemble of Pre-trained Language Models and Large Language Models SemEval 2025 EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation AAAI 2025 Empaths at SemEval-2025 Task 11: Retrieval-Augmented Approach to Perceived Emotions Prediction SemEval 2025 Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems ACL 2025 Enhancing Wrist Fracture Detection through LLM-Powered Data Extraction and Knowledge-Based Ensemble Learning MIDL 2025 Ensemble Learned Bloom Filters: Two Oracles are Better than One ICML 2025 Ensemble Watermarks for Large Language Models ACL 2025 EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classification ICML 2025 Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing AAAI 2025 Exploiting Prompt-induced Confidence for Black-Box Attacks on LLMs EMNLP 2025 Exploration Lab IITK at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction NAACL 2025 Fine-Tuned Transformer-Based Weighted Soft Voting Ensemble for Persuasion Technique Classification in Slavic Languages ACL 2025 FiRC-NLP at SemEval-2025 Task 11: To Prompt or to Fine-Tune? Approaches for Multilingual Emotion Classification SemEval 2025 Foundation Model Ensemble for Out-of-Distribution Generalization: Predicting Lymph Node Metastasis in Early Gastric Cancer Using Whole-Slide Imaging MIDL 2025 Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles AAAI 2025 GLEN: Generalized Focal Loss Ensemble of Low-Rank Networks for Calibrated Visual Question Answering AAAI 2025 GODDS: The Global Online Deepfake Detection System AAAI 2025 Gradient Masters at BLP-2025 Task 1: Advancing Low-Resource NLP for Bengali using Ensemble-Based Adversarial Training for Hate Speech Detection AACL 2025 Grape at GenAI Detection Task 1: Leveraging Compact Models and Linguistic Features for Robust Machine-Generated Text Detection COLING 2025 GRASP at CoMeDi Shared Task: Multi-Strategy Modeling of Annotator Behavior in Multi-Lingual Semantic Judgments COLING 2025 Habib University at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 Habib University at SemEval-2025 Task 9: Using Ensemble Models for Food Hazard Detection SemEval 2025