conftrace_

ensemble method

564 papers

Explore in graph

Co-occurring keywords

ensemble learning (1274) text classification (6793) large language model (13587) transformer model (1996) transfer learning (5449) language model (4599) neural network (6616) sentiment analysis (2084) support vector machine (978) uncertainty quantification (1393)

Papers

PICT at StanceEval2024: Stance Detection in Arabic using Ensemble of Large Language Models ACL 2024
Learning Uncertainty-Aware Temporally-Extended Actions AAAI 2024
Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings AAAI 2024
Robust Fine-tuning of Zero-shot Models via Variance Reduction NIPS 2024
DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models NAACL 2024
Description Boosting for Zero-Shot Entity and Relation Classification ACL 2024
When XGBoost Outperforms GPT-4 on Text Classification: A Case Study NAACL 2024
UAlberta at SemEval-2024 Task 1: A Potpourri of Methods for Quantifying Multilingual Semantic Textual Relatedness and Similarity NAACL 2024
Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA EMNLP 2024
GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation EMNLP 2024
I2C-Huelva at SemEval-2024 Task 8: Boosting AI-Generated Text Detection with Multimodal Models and Optimized Ensembles SEMEVAL 2024
Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation AAAI 2024
RISE: Robust Early-exiting Internal Classifiers for Suicide Risk Evaluation COLING 2024
Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models NAACL 2024
The Many Faces of Optimal Weak-to-Strong Learning NIPS 2024
TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples AAAI 2024
Transformers@LT-EDI-EACL2024: Caste and Migration Hate Speech Detection in Tamil Using Ensembling on Transformers EACL 2024
Pollice Verso at SemEval-2024 Task 6: The Roman Empire Strikes Back SEMEVAL 2024
SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination Detection SEMEVAL 2024
Evaluating Performance of Pre-trained Word Embeddings on Assamese, a Low-resource Language COLING 2024
Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text SEMEVAL 2024
Density-Regression: Efficient and Distance-aware Deep Regressor for Uncertainty Estimation under Distribution Shifts AISTATS 2024
I2C-Huelva at SemEval-2024 Task 8: Boosting AI-Generated Text Detection with Multimodal Models and Optimized Ensembles NAACL 2024
Reinforcement Learning from Diverse Human Preferences IJCAI 2024
AISPACE at SemEval-2024 task 8: A Class-balanced Soft-voting System for Detecting Multi-generator Machine-generated Text NAACL 2024