Question Formulation and Transformer Model Resilience: Effects of Question-Wording Variants on the Robustness of Transformer-Based Question-Answer Models.
Ashraf ElnasharWilliam SchreiberJules WhiteDouglas C. SchmidtPublished in: CSCI (2022)
Keyphrases
- question answer
- probabilistic model
- experimental data
- hybrid model
- statistical model
- analytical model
- high level
- modeling framework
- mathematical model
- computational model
- probability distribution
- accurate models
- computational models
- prediction model
- modeling method
- mathematical models
- prior knowledge
- machine learning
- multiple models
- generic model
- learned models
- objective function
- predictive model
- parametric models
- learning models
- classification models
- metamodel
- statistical models
- process model