ensemble learning

Semantic Agreement Enables Efficient Open-Ended LLM Cascades EMNLP 2025 SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog SemEval 2025 Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025 Structure-informed Risk Minimization for Robust Ensemble Learning ICML 2025 Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection SemEval 2025 SzegedAI at ArchEHR-QA 2025: Combining LLMs with traditional methods for grounded question answering ACL 2025 SzegedAI at GenAI Detection Task 1: Beyond Binary - Soft-Voting Multi-Class Classification for Binary Machine-Generated Text Detection Across Diverse Language Models COLING 2025 TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules SemEval 2025 tinaal at SemEval-2025 Task 11: Enhancing Perceived Emotion Intensity Prediction with Boosting Fine-Tuned Transformers SemEval 2025 TNCSE: Tensor Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings AAAI 2025 Training Robust Ensembles Requires Rethinking Lipschitz Continuity ICLR 2025 Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance SemEval 2025 UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation SemEval 2025 UB_Tel-U at SemEval-2025 Task 11: Emotions Without Borders - A Unified Framework for Multilingual Classification Using Augmentation and Ensemble SemEval 2025 Uncertainty in Semantic Language Modeling with PIXELS EMNLP 2025 University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection SemEval 2025 wangkongqiang at SemEval-2025 Task 11:Bridging the Gap in Text-Based Emotion Detection SemEval 2025 Weak Ensemble Learning from Multiple Annotators for Subjective Text Classification EMNLP 2025 YenLP_CS@DravidianLangTech 2025: Sentiment Analysis on Code-Mixed Tamil-Tulu Data Using Machine Learning and Deep Learning Models NAACL 2025 1024m at SMM4H 2024: Tasks 3, 5 & 6 - Self Reported Health Text Classification through Ensembles ACL 2024 AAST-NLP at ClimateActivism 2024: Ensemble-Based Climate Activism Stance and Hate Speech Detection : Leveraging Pretrained Language Models EACL 2024 A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers NeurIPS 2024 Adopting Ensemble Learning for Cross-lingual Classification of Crisis-related Text On Social Media ACL 2024 Adversarial Imitation Learning via Boosting ICLR 2024 Agile Multi-Source-Free Domain Adaptation AAAI 2024