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soft voting

10 papers

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ensemble learning (7) ensemble method (4) text classification (4) transformer model (2) soft-voting ensemble (2) multilingual transformer (2) class imbalance (2) implicit emotion (1) 3d scene segmentation (1) view difference (1)

Papers

asetclarity at SemEval-2026 Task 6: An Imbalance-Aware RoBERTa Cross-Encoder for Political Response Clarity Classification SemEval 2026 MedHastra at SemEval-2026 Task 13: Stylometric Ensembles and Transformer Fine-Tuning for Robust AI Code Detection, Attribution, and Adversarial Analysis SemEval 2026 PolaFusion at SemEval-2026 Task 9: Ensemble Transformers with Targeted Augmentation for Multilingual Polarization Detection SemEval 2026 Fine-Tuned Transformer-Based Weighted Soft Voting Ensemble for Persuasion Technique Classification in Slavic Languages ACL 2025 SzegedAI at GenAI Detection Task 1: Beyond Binary - Soft-Voting Multi-Class Classification for Binary Machine-Generated Text Detection Across Diverse Language Models COLING 2025 A Soft Nearest-Neighbor Framework for Continual Semi-Supervised Learning ICCV 2023 DetectiveRedasers at ArAIEval Shared Task: Leveraging Transformer Ensembles for Arabic Deception Detection EMNLP 2023 GNeSF: Generalizable Neural Semantic Fields NeurIPS 2023 IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest Detection ACL 2021 NLP at IEST 2018: BiLSTM-Attention and LSTM-Attention via Soft Voting in Emotion Classification EMNLP 2018