New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...

Abstract: Compared to traditional text classification methods, Graph Convolutional Neural Networks (GCNs) have an advantage in handling graph-structured data, making them more effective at capturing ...

Abstract: Graph-to-text generation task is transforms knowledge graphs into natural language. In current research, pretrained language models(PLMs) have shown better ...