Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention.
Zhen TanTianlong ChenZhenyu ZhangHuan LiuPublished in: AAAI (2024)
Keyphrases
- abductive reasoning
- probabilistic inference
- bayesian networks
- bayesian inference
- high dimensional
- sparse representation
- dynamic bayesian networks
- data sets
- bayesian model
- inference process
- probability distribution
- knowledge representation
- belief networks
- database
- inference engine
- explanation based learning
- efficient learning