21 citations · 21 across the 2 of their papers we have counts for
2 papers
cs.CL2026
Decoupling Knowledge and Task Subspaces for Composable Parametric Retrieval Augmented Generation
Weihang Su, Hanwen Zhang, Qingyao Ai +1
Parametric Retrieval-Augmented Generation (PRAG) encodes external documents into lightweight parameter modules that can be retrieved and merged at inference time, offering a promis…
cs.SE2021★ 21 cited
Embedding API Dependency Graph for Neural Code Generation
Chen Lyu, Ruyun Wang, Hongyu Zhang +2
The problem of code generation from textual program descriptions has long been viewed as a grand challenge in software engineering. In recent years, many deep learning based approa…