CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

30 April 2024

Xuandong Zhao

Qian Chen

Lei Ma

Dawn Song

Papers citing "CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification"

5 / 5 papers shown

Title
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Ningyu Zhang H. Chen LRM 59 0 0 06 May 2025
ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World Weixiang Yan Haitian Liu Tengxiao Wu Qian Chen Wen Wang ... Jiayi Wang Weishan Zhao Yixin Zhang Renjun Zhang Li Zhu LM&MA 44 10 0 19 Jun 2024
Gemma: Open Models Based on Gemini Research and Technology Gemma Team Gemma Team Thomas Mesnard Cassidy Hardin Robert Dadashi Surya Bhupatiraju ... Armand Joulin Noah Fiedel Evan Senter Alek Andreev Kathleen Kenealy VLM LLMAG 129 428 0 13 Mar 2024
Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation Adam Bouyamourn 100 15 0 23 Oct 2023
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 194 624 0 20 May 2021