ensemble learning

1271 papers

Explore in graph

Also known as

EL

Co-occurring keywords

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

Bridging Machine Learning and Physics for Scalable Long-Term Building Temperature Prediction (Student Abstract) AAAI 2026

PSEO: Optimizing Post-hoc Stacking Ensemble Through Hyperparameter Tuning AAAI 2026

Quality-Aware Adversarial Ensemble for Singer Identification in 1960s Tamil Film Music EACL 2026

Discovering Hybrid World Representations with Co-Evolving Foundation Models AAAI 2026

S2-Boost: Synergistic Semantic Boosting for Coarse-to-Fine Ensemble Learning AAAI 2026

VFCionX: Bridging Large and Small Models for Robust Vulnerability-Fixing Commit Identification AAAI 2026

CRADLE Bench: A Clinician-Annotated Benchmark for Multi-Faceted Mental Health Crisis and Safety Risk Detection EACL 2026

OpenLID-v3: Improving the Precision of Closely Related Language Identification – An Experience Report EACL 2026

Tuning for Two Adversaries: Enhancing the Robustness Against Transfer and Query-Based Attacks Using Hyperparameter Tuning AAAI 2026

HierarNet: Independent Interactive Hierarchical Disease Outbreak Forecasting AAAI 2026

Perceiving the Knowledge Boundary: Uncertainty-Guided Exploration and Imagination for World Models AAAI 2026

An Interactive Simulation Framework by Ensemble Imitation Learning Agents for Training Robust Trading Policies AAAI 2026

Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment Analysis AAAI 2026

MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management AAAI 2026

IDEAL-M3D: Instance Diversity-Enriched Active Learning for Monocular 3D Detection WACV 2026

CADE: Continual Weakly-supervised Video Anomaly Detection with Ensembles WACV 2026

REGLAT at AbjadGenEval: Multi-Model Ensemble Approach for Arabic AI-Generated Text Detection EACL 2026

LST at MWE-2026 AdMIRe 2: Advancing Multimodal Idiomaticity Representation EACL 2026

REIGNITE at AbjadMed: Imbalance-Aware Fine-Tuning of Pretrained Arabic Transformers for Arabic Medical Text Classification Task EACL 2026

MTQE.en-he: Machine Translation Quality Estimation for English-Hebrew EACL 2026

WIET: Harmonizing Group-aware Model Weighting and Worker Allocation for Ensemble Temporal Prediction MaaS AAAI 2026

GRASP at CoMeDi Shared Task: Multi-Strategy Modeling of Annotator Behavior in Multi-Lingual Semantic Judgments COLING 2025

Grape at GenAI Detection Task 1: Leveraging Compact Models and Linguistic Features for Robust Machine-Generated Text Detection COLING 2025

nits_teja_srikar at GenAI Detection Task 2: Distinguishing Human and AI-Generated Essays Using Machine Learning and Transformer Models COLING 2025

Automated Collection of Evaluation Dataset for Semantic Search in Low-Resource Domain Language COLING 2025