A review of automatic source code summarization

X Zhang, X Hou, X Qiao, W Song - Empirical Software Engineering, 2024 - Springer
Code summarization plays a pivotal role in the field of software engineering by offering
developers a concise natural language comprehension of source code semantics. As …

A Critical Study of What Code-LLMs (Do Not) Learn

A Anand, S Verma, K Narasimhan, M Mezini - arxiv preprint arxiv …, 2024 - arxiv.org
Large Language Models trained on code corpora (code-LLMs) have demonstrated
impressive performance in various coding assistance tasks. However, despite their …

A Critical Study of What Pre-trained Code Models (do not) Learn

A Anand, K Narasimhan, M Mezini - openreview.net
Parallel to the recent success of self-attention-based language models across a range of
coding assistance tasks, several studies have underscored that pre-trained code models …