On the Sensitivity and Stability of Model Interpretations in NLP.
Fan YinZhouxing ShiCho-Jui HsiehKai-Wei ChangPublished in: ACL (1) (2022)
Keyphrases
- experimental data
- sensitivity analysis
- statistical model
- mathematical model
- formal model
- conceptual model
- probabilistic model
- probability distribution
- web services
- computational model
- parameter estimation
- prediction model
- question answering
- em algorithm
- maximum likelihood
- natural language processing
- prior knowledge
- multi agent systems
- objective function
- high level