Ensemble Learning

Unleashing the Potentials of Likelihood Composition for Multi-modal Language Models EMNLP 2024 URG: A Unified Ranking and Generation Method for Ensembling Language Models ACL 2024 Utilizing an Ensemble Model with Anomalous Label Smoothing to Detect Generated Scientific Papers ACL 2024 AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning SemEval 2023 AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing ACL 2023 AraDetector at ArAIEval Shared Task: An Ensemble of Arabic-specific pre-trained BERT and GPT-4 for Arabic Disinformation Detection EMNLP 2023 Balanced Product of Calibrated Experts for Long-Tailed Recognition CVPR 2023 Composing Ensembles of Pre-trained Models via Iterative Consensus ICLR 2023 CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models ACL 2023 DetectiveRedasers at ArAIEval Shared Task: Leveraging Transformer Ensembles for Arabic Deception Detection EMNLP 2023 El-Kawaref at WojoodNER shared task: StagedNER for Arabic Named Entity Recognition EMNLP 2023 EMEF: Ensemble Multi-Exposure Image Fusion AAAI 2023 Frank at NADI 2023 Shared Task: Trio-Based Ensemble Approach for Arabic Dialect Identification EMNLP 2023 IUTEAM1 at MEDIQA-Chat 2023: Is simple fine tuning effective for multi layer summarization of clinical conversations? ACL 2023 LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion ACL 2023 Mavericks at ArAIEval Shared Task: Towards a Safer Digital Space - Transformer Ensemble Models Tackling Deception and Persuasion EMNLP 2023 Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning ICLR 2023 Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ACL 2023 Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries ICML 2023 SANA at NADI 2023 shared task: Ensemble of Layer-Wise BERT-based models for Dialectal Arabic Identification EMNLP 2023 Self-Ensemble of N-best Generation Hypotheses by Lexically Constrained Decoding EMNLP 2023 TCE at Qur’an QA 2023 Shared Task: Low Resource Enhanced Transformer-based Ensemble Approach for Qur’anic QA EMNLP 2023 Top-Ambiguity Samples Matter: Understanding Why Deep Ensemble Works in Selective Classification NeurIPS 2023 Towards Inference Efficient Deep Ensemble Learning AAAI 2023 Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task EMNLP 2022