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Ensemble Learning

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Papers

VTCC-NER at SemEval-2023 Task 6: An Ensemble Pre-trained Language Models for Named Entity Recognition ACL 2023

SSS at SemEval-2023 Task 10: Explainable Detection of Online Sexism using Majority Voted Fine-Tuned Transformers ACL 2023

Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages ACL 2023

Alexa at SemEval-2023 Task 10: Ensemble Modeling of DeBERTa and BERT Variations for Identifying Sexist Text ACL 2023

MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection ACL 2023

UIRISC at SemEval-2023 Task 10: Explainable Detection of Online Sexism by Ensembling Fine-tuning Language Models ACL 2023

NCUEE-NLP at WASSA 2023 Shared Task 1: Empathy and Emotion Prediction Using Sentiment-Enhanced RoBERTa Transformers ACL 2023

On the Calibration of Probabilistic Classifier Sets AISTATS 2023

ForestPrune: Compact Depth-Pruned Tree Ensembles AISTATS 2023

Confidence-based Ensembling of Perspective-aware Models EMNLP 2023

DREAM: Deployment of Recombination and Ensembles in Argument Mining EMNLP 2023

MEAL: Stable and Active Learning for Few-Shot Prompting EMNLP 2023

GBT: Generative Boosting Training Approach for Paraphrase Identification EMNLP 2023

Getting MoRE out of Mixture of Language Model Reasoning Experts EMNLP 2023

Frank at NADI 2023 Shared Task: Trio-Based Ensemble Approach for Arabic Dialect Identification EMNLP 2023

Team_Syrax at BLP-2023 Task 1: Data Augmentation and Ensemble Based Approach for Violence Inciting Text Detection in Bangla EMNLP 2023

Knowdee at BLP-2023 Task 2: Improving Bangla Sentiment Analysis Using Ensembled Models with Pseudo-Labeling EMNLP 2023

Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP EMNLP 2023

A Simple yet Efficient Ensemble Approach for AI-generated Text Detection EMNLP 2023

HW-TSC 2023 Submission for the Quality Estimation Shared Task EMNLP 2023

MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition ICCV 2023

AdaBoost is not an Optimal Weak to Strong Learner ICML 2023

PromptBoosting: Black-Box Text Classification with Ten Forward Passes ICML 2023

Certifying Ensembles: A General Certification Theory with S-Lipschitzness ICML 2023

Run-off Election: Improved Provable Defense against Data Poisoning Attacks ICML 2023