conftrace_

ensemble method

564 papers

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Co-occurring keywords

ensemble learning (1274) text classification (6793) large language model (13587) transformer model (1996) transfer learning (5449) language model (4599) neural network (6616) sentiment analysis (2084) support vector machine (978) uncertainty quantification (1393)

Papers

SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science ACL 2026
QalamID at AbjadAuthorID Shared Task: Morphology Matters, A Hybrid Ensemble for Arabic Authorship Attribution EACL 2026
The Avengers: A Routing Recipe for Collective Intelligence in Language Models AAAI 2026
TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles ACL 2026
Tashkees-AI at AbjadMed 2026: Flat vs. Hierarchical Classification for Fine-Grained Arabic Medical QA EACL 2026
CADE: Continual Weakly-supervised Video Anomaly Detection with Ensembles WACV 2026
TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs EACL 2026
Resolving Predictive Multiplicity for the Rashomon Set AAAI 2026
OxEnsemble: Fair Ensembles for Low-Data Classification MIDL 2026
SAC-Diff: A Scan-Aware Consistency-Enhanced Diffusion Framework for Unsupervised Chest CT Anomaly Detection MIDL 2026
Ensemble Methods for Low-Resource Russian-Kyrgyz Machine Translation: When Diverse Models Beat Better Models EACL 2026
Rubic2: Ensemble Model for Russian Lemmatization ACL 2025
Aligning Time-series by Local Trends: Applications in Public Health AAAI 2025
Batch Ensemble for Variance Dependent Regret in Stochastic Bandits AAAI 2025
A Comprehensive Taxonomy of Bias Mitigation Methods for Hate Speech Detection ACL 2025
Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection ACL 2025
Howard University-AI4PC at SemEval-2025 Task 10: Ensembling LLMs for Multi-lingual Multi-Label and Multi-Class Meta-Classification ACL 2025
McGill-NLP at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ACL 2025
SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection ACL 2025
Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks AAAI 2025
Are Ensembles Getting Better All the Time? JMLR 2025
Ensemble Watermarks for Large Language Models ACL 2025
Samsung Research Poland at SemEval-2025 Task 8: LLM ensemble methods for QA over tabular data ACL 2025
UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation ACL 2025
DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025