Before revision: Existing models on Machine Reading Comprehension (MRC) require complex model architecture for effectively modeling long texts with paragraph representation and classification thereby, making inference computationally inefficient for production use.
After revision: Existing models on Machine Reading Comprehension (MRC) require complex model architecture for effectively modeling long texts with paragraph representation and classification , thereby making inference computationally inefficient for production use.