ensemble learning

Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data Interspeech 2021 Uncertainty Calibration for Ensemble-Based Debiasing Methods NeurIPS 2021 UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning EACL 2021 UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models SemEval 2021 Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble SemEval 2021 Accelerating Gradient Boosting Machines AISTATS 2020 A dual-encoding system for dialect classification COLING 2020 Adversarially-learned Inference via an Ensemble of Discrete Undirected Graphical Models NeurIPS 2020 Agnostic Learning with Multiple Objectives NeurIPS 2020 Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space NeurIPS 2020 A Hybrid System for NLPTEA-2020 CGED Shared Task AACL 2020 Analyzing Breath Signals for the Interspeech 2020 ComParE Challenge Interspeech 2020 A Novel Model for Imbalanced Data Classification AAAI 2020 Arabic dialect identification: An Arabic-BERT model with data augmentation and ensembling strategy COLING 2020 ARES: A Reading Comprehension Ensembling Service EMNLP 2020 Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training EMNLP 2020 BANANA at WNUT-2020 Task 2: Identifying COVID-19 Information on Twitter by Combining Deep Learning and Transfer Learning Models EMNLP 2020 BatchEnsemble: an Alternative Approach to Efficient Ensemble and Lifelong Learning ICLR 2020 Bayesian Deep Ensembles via the Neural Tangent Kernel NeurIPS 2020 BhamNLP at SemEval-2020 Task 12: An Ensemble of Different Word Embeddings and Emotion Transfer Learning for Arabic Offensive Language Identification in Social Media SemEval 2020 BiTeM at WNUT 2020 Shared Task-1: Named Entity Recognition over Wet Lab Protocols using an Ensemble of Contextual Language Models EMNLP 2020 Boosting for Control of Dynamical Systems ICML 2020 BPGC at SemEval-2020 Task 11: Propaganda Detection in News Articles with Multi-Granularity Knowledge Sharing and Linguistic Features Based Ensemble Learning SemEval 2020 BYteam at SemEval-2020 Task 5: Detecting Counterfactual Statements with BERT and Ensembles SemEval 2020 CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling SemEval 2020