Enabling Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration.
Yichong HuangXiaocheng FengBaohang LiYang XiangHui WangBing QinTing LiuPublished in: CoRR (2024)
Keyphrases
- language model
- ensemble learning
- language modeling
- n gram
- generalization ability
- ensemble methods
- probabilistic model
- query expansion
- information retrieval
- language modelling
- retrieval model
- random forest
- smoothing methods
- test collection
- statistical language models
- language models for information retrieval
- base classifiers
- unlabeled data
- feature selection
- concept drift
- mutual subspace method
- relevance model
- semi supervised learning
- labeled data
- learning algorithm