Knowledge is Power: Understanding Causality Makes Legal judgment Prediction Models More Generalizable and Robust.
Haotian ChenLingwei ZhangFanchao ChenYang YuPublished in: CoRR (2022)
Keyphrases
- prediction model
- prediction accuracy
- prior knowledge
- probabilistic model
- legal knowledge
- computational modeling
- statistical models
- knowledge based systems
- domain knowledge
- expert systems
- knowledge base
- power consumption
- machine learning
- conceptual models
- model selection
- domain experts
- legal reasoning
- qualitative models
- computational models
- neural network
- cognitive models
- data mining
- human cognition
- prediction error
- partial occlusion
- hidden markov models
- knowledge acquisition
- knowledge discovery
- knowledge representation