We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs

12 June 2024

Papers citing "We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs"

8 / 8 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 42 0 0 29 Apr 2025
Evaluating Mathematical Reasoning Across Large Language Models: A Fine-Grained Approach Afrar Jahin Arif Hassan Zidan Yu Bao Shizhe Liang T. Liu LRM 70 1 0 13 Mar 2025
ConfuGuard: Using Metadata to Detect Active and Stealthy Package Confusion Attacks Accurately and at Scale Wenxin Jiang Berk Çakar Mikola Lysenko James C. Davis 31 0 0 27 Feb 2025
ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries Kishan Maharaj Vitobha Munigala Srikanth G. Tamilselvam Prince Kumar Sayandeep Sen Palani Kodeswaran Abhijit Mishra Pushpak Bhattacharyya HILM 31 0 0 17 Oct 2024
Hallucinating AI Hijacking Attack: Large Language Models and Malicious Code Recommenders David A. Noever Forrest McKee AAML 56 0 0 09 Oct 2024
A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models Yixi Wu Pengfei He Zehao Wang Shaowei Wang Yuan Tian Tse-Hsun Chen ALM 37 0 0 23 Sep 2024
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 183 791 0 02 May 2023
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021