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"

6 / 6 papers shown

Title
An AI-Powered Research Assistant in the Lab: A Practical Guide for Text Analysis Through Iterative Collaboration with LLMs Gino Carmona-Díaz William Jiménez-Leal María Alejandra Grisales Chandra Sripada Santiago Amaya Michael Inzlicht Juan Pablo Bermúdez 21 0 0 14 May 2025
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 37 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 50 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 51 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 51 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 56 0 0 03 Nov 2024