Sogou Machine Reading Comprehension Toolkit

Understand

Machine reading comprehension have been intensively studied in recent years, and neural network-based models have shown dominant performances.

• In this paper, we present a Sogou Machine Reading Comprehension (SMRC) toolkit that can be used to provide the fast and efficient development of modern machine comprehension models, including both published models and original prototypes.
• To achieve this goal, the toolkit provides dataset readers, a flexible preprocessing pipeline, necessary neural network components, and built-in models, which make the whole process of data preparation, model construction, and training easier.