ensemble method

Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity EMNLP 2022 Fast Sparse Decision Tree Optimization via Reference Ensembles AAAI 2022 Frustratingly Easy System Combination for Grammatical Error Correction NAACL 2022 HW-TSC at SemEval-2022 Task 3: A Unified Approach Fine-tuned on Multilingual Pretrained Model for PreTENS SemEval 2022 Infrrd.ai at SemEval-2022 Task 11: A system for named entity recognition using data augmentation, transformer-based sequence labeling model, and EnsembleCRF SemEval 2022 Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers EMNLP 2022 LastResort at SemEval-2022 Task 4: Towards Patronizing and Condescending Language Detection using Pre-trained Transformer Based Models Ensembles SemEval 2022 Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022 Logically at the Constraint 2022: Multimodal role labelling ACL 2022 Norm-constrained Score-level Ensemble for Spoofing Aware Speaker Verification Interspeech 2022 NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media ACL 2022 One Agent To Rule Them All: Towards Multi-agent Conversational AI ACL 2022 OPI@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text using RoBERTa Pre-trained Language Models ACL 2022 PALI-NLP at SemEval-2022 Task 4: Discriminative Fine-tuning of Transformers for Patronizing and Condescending Language Detection SemEval 2022 Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models AAAI 2022 Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees CVPR 2022 Random Normalization Aggregation for Adversarial Defense NeurIPS 2022 Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks ICML 2022 REGroup: Rank-Aggregating Ensemble of Generative Classifiers for Robust Predictions WACV 2022 Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models COLING 2022 SPDB Innovation Lab at SemEval-2022 Task 10: A Novel End-to-End Structured Sentiment Analysis Model based on the ERNIE-M SemEval 2022 SPDB Innovation Lab at SemEval-2022 Task 3: Recognize Appropriate Taxonomic Relations Between Two Nominal Arguments with ERNIE-M Model SemEval 2022 Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability CVPR 2022 Synergy-of-Experts: Collaborate to Improve Adversarial Robustness NeurIPS 2022 The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks ICLR 2022