Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention.
Zhen TanTianlong ChenZhenyu ZhangHuan LiuPublished in: CoRR (2023)
Keyphrases
- abductive reasoning
- bayesian networks
- high dimensional
- probabilistic inference
- generating explanations
- sparse representation
- classification rules
- information systems
- bayesian inference
- causal reasoning
- dynamic bayesian networks
- belief networks
- inference mechanism
- inference engine
- denoising
- probability distribution
- decision trees