MDR: Model-Specific Demonstration Retrieval at Inference Time for In-Context Learning.
Huazheng WangJinming WuHaifeng SunZixuan XiaDaixuan ChengJingyu WangQi QiJianxin LiaoPublished in: NAACL-HLT (2024)
Keyphrases
- learning scheme
- context dependent
- probabilistic model
- learning models
- conceptual model
- boltzmann machine
- computational model
- similarity measure
- probability distribution
- prior knowledge
- domain specific
- structured prediction
- learning phase
- dynamic bayesian networks
- reinforcement learning
- latent variables
- online learning
- learning tasks
- learning systems
- bayesian inference
- parameter estimation
- high level
- context aware
- learning mechanism
- supervised learning
- inference process
- learner model
- neural network