On Mitigating Code LLM Hallucinations with API Documentation

13 July 2024

Papers citing "On Mitigating Code LLM Hallucinations with API Documentation"

7 / 7 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 33 0 0 29 Apr 2025
To Believe or Not to Believe Your LLM Yasin Abbasi-Yadkori Ilja Kuzborskij András György Csaba Szepesvári UQCV 53 39 0 04 Jun 2024
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 138 600 0 17 Oct 2023
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 75 246 0 22 May 2023
Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory Xin Cheng Di Luo Xiuying Chen Lemao Liu Dongyan Zhao Rui Yan RALM 134 86 0 03 May 2023
Grounded Copilot: How Programmers Interact with Code-Generating Models Shraddha Barke M. James Nadia Polikarpova 136 212 0 30 Jun 2022
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 3,054 0 23 Jan 2020