ensemble learning

StFX-NLP at SemEval-2023 Task 4: Unsupervised and Supervised Approaches to Detecting Human Values in Arguments SemEval 2023 Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation ICML 2023 SurreyAI 2023 Submission for the Quality Estimation Shared Task EMNLP 2023 Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models AAAI 2023 TCE at Qur’an QA 2023 Shared Task: Low Resource Enhanced Transformer-based Ensemble Approach for Qur’anic QA EMNLP 2023 Team_Syrax at BLP-2023 Task 1: Data Augmentation and Ensemble Based Approach for Violence Inciting Text Detection in Bangla EMNLP 2023 Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023 The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline Task ACL 2023 tmn at SemEval-2023 Task 9: Multilingual Tweet Intimacy Detection Using XLM-T, Google Translate, and Ensemble Learning SemEval 2023 To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning NeurIPS 2023 Towards Better Decision Forests: Forest Alternating Optimization CVPR 2023 Towards Inference Efficient Deep Ensemble Learning AAAI 2023 Towards Understanding Ensemble Distillation in Federated Learning ICML 2023 Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning ICLR 2023 Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ACL 2023 UIRISC at SemEval-2023 Task 10: Explainable Detection of Online Sexism by Ensembling Fine-tuning Language Models SemEval 2023 UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition NeurIPS 2023 UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences SemEval 2023 UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation SemEval 2023 UMUTeam at SemEval-2023 Task 11: Ensemble Learning applied to Binary Supervised Classifiers with disagreements SemEval 2023 UMUTeam at SemEval-2023 Task 12: Ensemble Learning of LLMs applied to Sentiment Analysis for Low-resource African Languages SemEval 2023 Understanding and Improving Ensemble Adversarial Defense NeurIPS 2023 Using Ensemble Learning in Language Variety Identification EACL 2023 Weighted Ensemble Self-Supervised Learning ICLR 2023 When are ensembles really effective? NeurIPS 2023