Learning to extract transaction function from requirements: an industrial case on financial software

Itemization framework of requirements using machine reading comprehension

“…By analyzing words in user requirements, we consider features that represent lexical features, syntactic features, and semantic features. Therefore, we define five categories of features for words: term feature, location feature, frequency feature, representativeness feature and importance feature 3 .…”