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ensemble learning

1271 papers

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EL

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text classification (6776) ensemble method (560) transformer model (1988) transfer learning (5442) data augmentation (3037) sentiment analysis (2079) large language model (12755) neural network (6616) language model (4573) multi-label classification (1004)

Papers

PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs NAACL 2024
BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge NAACL 2024
The British Council submission to the BEA 2024 shared task NAACL 2024
NU at WASSA 2024 Empathy and Personality Shared Task: Enhancing Personality Predictions with Knowledge Graphs; A Graphical Neural Network and LightGBM Ensemble Approach ACL 2024
Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation Enhancement EMNLP 2024
Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA EMNLP 2024
DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion ACL 2024
WU_TLAXE at WASSA 2024 Explainability for Cross-Lingual Emotion in Tweets Shared Task 1: Emotion through Translation using TwHIN-BERT and GPT ACL 2024
Optimal Weighted Random Forests JMLR 2024
Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problems EMNLP 2024
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA EMNLP 2024
CUET_Binary_Hackers@DravidianLangTech EACL2024: Fake News Detection in Malayalam Language Leveraging Fine-tuned MuRIL BERT EACL 2024
Utilizing an Ensemble Model with Anomalous Label Smoothing to Detect Generated Scientific Papers ACL 2024
Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation EMNLP 2024
SSN-Nova@LT-EDI 2024: Leveraging Vectorisation Techniques in an Ensemble Approach for Stress Identification in Low-Resource Languages EACL 2024
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE NAACL 2024
A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers NIPS 2024
MUCS@DravidianLangTech-2024: Role of Learning Approaches in Strengthening Hate-Alert Systems for code-mixed text EACL 2024
NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models NAACL 2024
SAFARI: Cross-lingual Bias and Factuality Detection in News Media and News Articles EMNLP 2024
Ensemble Diversity Facilitates Adversarial Transferability CVPR 2024
Hierarchical Multi-Instance Multi-Label Learning for Detecting Propaganda Techniques ACL 2023
PAI at SemEval-2023 Task 4: A General Multi-label Classification System with Class-balanced Loss Function and Ensemble Module ACL 2023
UIRISC at SemEval-2023 Task 10: Explainable Detection of Online Sexism by Ensembling Fine-tuning Language Models SEMEVAL 2023
EPiC: Ensemble of Partial Point Clouds for Robust Classification ICCV 2023