Testing the Effect of Code Documentation on Large Language Model Code Understanding

3 April 2024

Papers citing "Testing the Effect of Code Documentation on Large Language Model Code Understanding"

13 / 13 papers shown

Title
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules Hung Le Hailin Chen Amrita Saha Akash Gokul Doyen Sahoo Shafiq Joty LRM 64 43 0 13 Oct 2023
Evaluating and Explaining Large Language Models for Code Using Syntactic Structures David Nader-Palacio Alejandro Velasco Daniel Rodríguez-Cárdenas Kevin Moran Denys Poshyvanyk 72 9 0 07 Aug 2023
ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation Xueying Du Mingwei Liu Kaixin Wang Hanlin Wang Junwei Liu Yixuan Chen Jiayi Feng Chaofeng Sha Xin Peng Yiling Lou ELM ALM 60 147 0 03 Aug 2023
Automatic Code Summarization via ChatGPT: How Far Are We? Weisong Sun Chunrong Fang Yudu You Yun Miao Yi Liu ... Yuchen Chen Quanjun Zhang Hanwei Qian Yang Liu Zhenyu Chen ELM 46 76 0 22 May 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation Yue Wang Hung Le Akhilesh Deepak Gotmare Nghi D. Q. Bui Junnan Li Steven C. H. Hoi ALM 62 475 0 13 May 2023
Reflexion: Language Agents with Verbal Reinforcement Learning Noah Shinn Federico Cassano Beck Labash A. Gopinath Karthik Narasimhan Shunyu Yao LLMAG KELM 102 1,267 0 20 Mar 2023
Large Language Models Are State-of-the-Art Evaluators of Translation Quality Tom Kocmi C. Federmann ELM 93 361 0 28 Feb 2023
An Empirical Evaluation of Using Large Language Models for Automated Unit Test Generation Max Schäfer Sarah Nadi A. Eghbali F. Tip LM&MA 55 245 0 13 Feb 2023
Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine Wenxiang Jiao Wenxuan Wang Jen-tse Huang Xing Wang Shuming Shi Zhaopeng Tu LM&MA 75 290 0 20 Jan 2023
Parsel: Algorithmic Reasoning with Language Models by Composing Decompositions E. Zelikman Qian Huang Gabriel Poesia Noah D. Goodman Nick Haber ReLM LRM 66 56 0 20 Dec 2022
No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence Chaozheng Wang Yuanhang Yang Cuiyun Gao Yun Peng Hongyu Zhang Michael R. Lyu AAML 91 137 0 24 Jul 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 231 649 0 26 Feb 2022
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 229 5,518 0 07 Jul 2021