Ensemble Learning

Arabic Sentiment Analysis by Pretrained Ensemble EMNLP 2022 ARC-NLP at CASE 2022 Task 1: Ensemble Learning for Multilingual Protest Event Detection EMNLP 2022 Building an Ensemble of Transformer Models for Arabic Dialect Classification and Sentiment Analysis EMNLP 2022 Building Robust Ensembles via Margin Boosting ICML 2022 Cocktail: A Multidimensional Optimization for Model Serving in Cloud NSDI 2022 Combining Language Models and Linguistic Information to Label Entities in Memes ACL 2022 Composite Feature Selection Using Deep Ensembles NeurIPS 2022 Deep Combinatorial Aggregation NeurIPS 2022 Deep Ensembles Work, But Are They Necessary? NeurIPS 2022 Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022 Diverse Weight Averaging for Out-of-Distribution Generalization NeurIPS 2022 Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions With Superior OOD Generalization CVPR 2022 Feature Space Particle Inference for Neural Network Ensembles ICML 2022 FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation NeurIPS 2022 Huawei BabelTar NMT at WMT22 Biomedical Translation Task: How We Further Improve Domain-specific NMT EMNLP 2022 IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and Inclusion ACL 2022 Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP 2022 Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers EMNLP 2022 KYB General Machine Translation Systems for WMT22 EMNLP 2022 Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract) AAAI 2022 Learning Debiased Classifier with Biased Committee NeurIPS 2022 Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022 Manifold’s English-Chinese System at WMT22 General MT Task EMNLP 2022 Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models AAAI 2022 Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting AAAI 2022