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Ensemble Learning

186 directly classified papers

Papers per year

Papers

NLP-DU at SemEval-2025 Task 11: Analyzing Multi-label Emotion Detection ACL 2025
Improving Accuracy and Calibration via Differentiated Deep Mutual Learning CVPR 2025
PAI at SemEval-2025 Task 11: A Large Language Model Ensemble Strategy for Text-Based Emotion Detection ACL 2025
ipezoTU at SemEval-2025 Task 7: Hybrid Ensemble Retrieval for Multilingual Fact-Checking ACL 2025
UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation ACL 2025
A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment ACL 2025
IASBS at SemEval-2025 Task 11: Ensembling Transformers for 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
Fine-Tuned Transformer-Based Weighted Soft Voting Ensemble for Persuasion Technique Classification in Slavic Languages ACL 2025
Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems ACL 2025
madhans476 at SemEval-2025 Task 9: Multi-Model Ensemble and Prompt-Based Learning for Food Hazard Prediction ACL 2025
DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection ACL 2025
PATeam at SemEval-2025 Task 9: LLM-Augmented Fusion for AI-Driven Food Safety Hazard Detection ACL 2025
HGEN: Heterogeneous Graph Ensemble Networks IJCAI 2025
wangkongqiang at SemEval-2025 Task 11:Bridging the Gap in Text-Based Emotion Detection ACL 2025
NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models COLING 2025
ABCD at SemEval-2025 Task 9: BERT-based and Generation-based models combine with advanced weighted majority soft voting strategy ACL 2025
DUT_IR at SemEval-2025 Task 11: Enhancing Multi-Label Emotion Classification with an Ensemble of Pre-trained Language Models and Large Language Models SEMEVAL 2025
Ensemble Watermarks for Large Language Models ACL 2025
SkillAggregation: Reference-free LLM-Dependent Aggregation ACL 2025
LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation ACL 2025
wangkongqiang at SemEval-2025 Task 11:Bridging the Gap in Text-Based Emotion Detection SEMEVAL 2025
TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules ACL 2025
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning CVPR 2025