LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning

22 August 2023

Papers citing "LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning"

22 / 22 papers shown

Title
CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models Hong Yi Lin Chunhua Liu Haoyu Gao Patanamon Thongtanunam Christoph Treude ELM 41 0 0 20 Mar 2025
Unveiling Pitfalls: Understanding Why AI-driven Code Agents Fail at GitHub Issue Resolution Zhi Chen Wei Ma Lingxiao Jiang LLMAG 51 0 0 16 Mar 2025
Large Language Models-Aided Program Debloating Bo Lin Shangwen Wang Yihao Qin Liqian Chen Xiaoguang Mao 50 0 0 12 Mar 2025
Combining Large Language Models with Static Analyzers for Code Review Generation Imen Jaoua Oussama Ben Sghaier Houari Sahraoui 58 0 0 10 Feb 2025
A Contemporary Survey of Large Language Model Assisted Program Analysis Jiayimei Wang Tao Ni Wei-Bin Lee Qingchuan Zhao 41 5 0 05 Feb 2025
Enhancing Code Consistency in AI Research with Large Language Models and Retrieval-Augmented Generation Rajat Keshri Arun George Zachariah Michael Boone 40 0 0 02 Feb 2025
LAMS: LLM-Driven Automatic Mode Switching for Assistive Teleoperation Yiran Tao Jehan Yang Dan Ding Zackory Erickson 36 0 0 15 Jan 2025
Prompting and Fine-tuning Large Language Models for Automated Code Review Comment Generation Md. Asif Haider Ayesha Binte Mostofa Sk. Sabit Bin Mosaddek Anindya Iqbal Toufique Ahmed ALM 47 1 0 15 Nov 2024
Knowledge-Guided Prompt Learning for Request Quality Assurance in Public Code Review Lin Li Xinchun Yu Xinyu Chen Peng Liang 21 0 0 29 Oct 2024
CRScore: Grounding Automated Evaluation of Code Review Comments in Code Claims and Smells Atharva Naik Marcus Alenius Daniel Fried Carolyn Rose 21 0 0 29 Sep 2024
Exploring User Privacy Awareness on GitHub: An Empirical Study Costanza Alfieri Juri Di Rocco Paola Inverardi Phuong T. Nguyen SyDa 20 0 0 06 Sep 2024
A GPT-based Code Review System for Programming Language Learning Lee Dong-Kyu 15 2 0 21 Jun 2024
DLAP: A Deep Learning Augmented Large Language Model Prompting Framework for Software Vulnerability Detection Yanjing Yang Xin Zhou Runfeng Mao Jinwei Xu Lanxin Yang Yu Zhangm Haifeng Shen He Zhang 24 13 0 02 May 2024
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications Charith Chandra Sai Balne S. Bhaduri Tamoghna Roy Vinija Jain Aman Chadha 21 12 0 21 Apr 2024
On Unified Prompt Tuning for Request Quality Assurance in Public Code Review Xinyu Chen Lin Li Rui Zhang Peng Liang 27 1 0 11 Apr 2024
Software Vulnerability and Functionality Assessment using LLMs Rasmus Ingemann Tuffveson Jensen Vali Tawosi Salwa Alamir 12 9 0 13 Mar 2024
RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair André Silva Sen Fang Martin Monperrus MoMe KELM 49 32 0 25 Dec 2023
Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey Xinyu She Yue Liu Yanjie Zhao Yiling He Li Li C. Tantithamthavorn Zhan Qin Haoyu Wang ELM 22 13 0 27 Oct 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 157 576 0 06 Apr 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 201 1,451 0 02 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021