LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation

20 January 2025

Papers citing "LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation"

5 / 5 papers shown

Title
Hallucination by Code Generation LLMs: Taxonomy, Benchmarks, Mitigation, and Challenges Yunseo Lee John Youngeun Song Dongsun Kim Jindae Kim Mijung Kim Jaechang Nam HILM LRM 23 0 0 29 Apr 2025
Automated Factual Benchmarking for In-Car Conversational Systems using Large Language Models Rafael Giebisch Ken E. Friedl Lev Sorokin Andrea Stocco HILM 35 0 0 01 Apr 2025
Isolating Language-Coding from Problem-Solving: Benchmarking LLMs with PseudoEval Jiarong Wu Songqiang Chen Jialun Cao Hau Ching Lo S. Cheung 48 0 0 26 Feb 2025
SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Ariful Haque Sunzida Siddique M. Rahman Ahmed Rafi Hasan Laxmi Rani Das Marufa Kamal Tasnim Masura Kishor Datta Gupta 42 1 0 31 Jan 2025
A Deep Dive Into Large Language Model Code Generation Mistakes: What and Why? QiHong Chen Jiawei Li Jiecheng Deng Jiachen Yu Justin Tian Jin Chen Iftekhar Ahmed 32 0 0 03 Nov 2024