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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

FiRC-NLP at SemEval-2025 Task 11: To Prompt or to Fine-Tune? Approaches for Multilingual Emotion Classification ACL 2025
DUTIR at SemEval-2025 Task 10: A Large Language Model-based Approach for Entity Framing in Online News ACL 2025
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection ACL 2025
UB_Tel-U at SemEval-2025 Task 11: Emotions Without Borders - A Unified Framework for Multilingual Classification Using Augmentation and Ensemble ACL 2025
wangkongqiang at SemEval-2025 Task 11:Bridging the Gap in Text-Based Emotion Detection ACL 2025
DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing ACL 2025
LLM-Powered User Simulator for Recommender System AAAI 2025
CTD4 – a Deep Continuous Distributional Actor-Critic Agent with a Kalman Fusion of Multiple Critics AAAI 2025
CAMEL: Confidence-Aware Multi-Task Ensemble Learning with Spatial Information for Retina OCT Image Classification and Segmentation WACV 2025
Anastasia at SemEval-2025 Task 9: Subtask 1, Ensemble Learning with Data Augmentation and Focal Loss for Food Risk Classification. SEMEVAL 2025
Preventing Latent Diffusion Model-Based Image Mimicry via Angle Shifting and Ensemble Learning IJCAI 2025
Interaction-Merged Motion Planning: Effectively Leveraging Diverse Motion Datasets for Robust Planning ICCV 2025
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles AAAI 2025
CUNI and Phrase at WMT25 MT Evaluation Task EMNLP 2025
Habib University at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SEMEVAL 2025
EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation AAAI 2025
Can Large Language Models Act as Ensembler for Multi-GNNs? EMNLP 2025
AniSan@NLU of Devanagari Script Languages 2025: Optimizing Language Identification with Ensemble Learning COLING 2025
Confidence Calibration in Large Language Model-Based Entity Matching EMNLP 2025
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection SEMEVAL 2025
DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing SEMEVAL 2025
POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation CVPR 2025
Uncertainty in Semantic Language Modeling with PIXELS EMNLP 2025
NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models NAACL 2024
Tübingen-CL at SemEval-2024 Task 1: Ensemble Learning for Semantic Relatedness Estimation NAACL 2024