Research Article

ContextAD: Context-Aware Acronym Disambiguation with Siamese BERT Network

Table 2

The input form of model.

Raw sentence SCNN is a kind of feedforward neural network

Raw dictionary DCNN: ① convolutional neural network, ② condensed nearest neighbor, ③ complicated neural networks, and ④ citation nearest neighbor

Ground truthConvolutional neural network

Interpretation combinationInterpretation combination 1
Input 1: CNN is a kind of feedforward neural network
Input 2: convolutional neural network

Sentence combinationSentence combination 1:
Input 1: CNN is a kind of feedforward neural network
Input 2: convolutional neural network is a kind of feedforward neural network