Fuxiang Chen

Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations

2021

The lack of description of a given program code acts as a big hurdle to those developers new to the code base for its understanding. To tackle this problem, previous work on code summarization, the …

LAMNER

2022

Code comment generation is the task of generating a high-level natural language description for a given code method/function. Although researchers have been studying multiple ways to generate code comments automatically, previous work mainly considers representing …

Paraphrase Diversification Using Counterfactual Debiasing

2019 · Proceedings of the AAAI Conference on Artificial Intelligence

The problem of generating a set of diverse paraphrase sentences while (1) not compromising the original meaning of the original sentence, and (2) imposing diversity in various semantic aspects, such as a lexical or syntactic …