Ensemble Learning

UMUTeam at SemEval-2026 Task 10: Transformer Ensembles for Conspiratorial Span Extraction and Detection SemEval 2026 UMUTeam at SemEval-2026 Task 6: Soft-Voting Transformer Ensembles for Detecting and Classifying Response Ambiguity in Political Discourse SemEval 2026 VARH-AI at SemEval-2026 Task 10: Exploiting Architectural Diversity with Transformer-SSM Ensembles and Confidence-Based Iterative Refinement for Conspiracy Detection SemEval 2026 VerbaNexAI at SemEval-2026 Task 4: Two-Stage Narrative Similarity via Fine-Tuned Bi-Encoder with MLP Ensemble SemEval 2026 YNU-HPCC at SemEval-2026 Task 10: Pretrained DistilBERT Models for Conspiracy Marker Extraction and Detection SemEval 2026 YoungDSMLKZ at SemEval-2026 Task 13: MIL-UniXcoder with Meta-Stacking and Handcrafted Features for AI-Generated Code Detection SemEval 2026 zhangpeng at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 Advancing Emotion Recognition via Ensemble Learning: Integrating Speech, Context, and Text Representations Interspeech 2025 A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment ACL 2025 A Joint Network for Singing Melody Extraction from Polyphonic Music with Attention Aggregation and Self-Consistency Training Interspeech 2025 Better Pseudo-labeling with Multi-ASR Fusion and Error Correction by SpeechLLM Interspeech 2025 DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025 Developing a Top-tier Framework in Naturalistic Conditions Challenge for Categorized Emotion Prediction: From Speech Foundation Models and Learning Objective to Data Augmentation and Engineering Choices Interspeech 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 Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems ACL 2025 Ensemble Watermarks for Large Language Models ACL 2025 Fine-Tuned Transformer-Based Weighted Soft Voting Ensemble for Persuasion Technique Classification in Slavic Languages ACL 2025 Foundation Model Ensemble for Out-of-Distribution Generalization: Predicting Lymph Node Metastasis in Early Gastric Cancer Using Whole-Slide Imaging MIDL 2025 Habib University at SemEval-2025 Task 9: Using Ensemble Models for Food Hazard Detection SemEval 2025 HGEN: Heterogeneous Graph Ensemble Networks IJCAI 2025 Improving Accuracy and Calibration via Differentiated Deep Mutual Learning CVPR 2025 Improving Speech Emotion Recognition Through Cross Modal Attention Alignment and Balanced Stacking Model Interspeech 2025 Investigating the Reasonable Effectiveness of Speaker Pre-Trained Models and their Synergistic Power for SingMOS Prediction Interspeech 2025 Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble SemEval 2025 LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation ACL 2025