Mitigating Large Language Model Hallucination with Faithful Finetuning

Mitigating Large Language Model Hallucination with Faithful Finetuning

17 June 2024

Yufei Wang

Irwin King

Papers citing "Mitigating Large Language Model Hallucination with Faithful Finetuning"

7 / 7 papers shown

Title
LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits Zikai Zhou Qizheng Zhang Hermann Kumbong Kunle Olukotun MQ 135 0 0 12 Feb 2025
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Boxing Chen Sarath Chandar 48 0 0 22 Oct 2024
Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations Lei Yu Meng Cao Jackie Chi Kit Cheung Yue Dong HILM 33 6 0 27 Mar 2024
Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus Tianhang Zhang Lin Qiu Qipeng Guo Cheng Deng Yue Zhang Zheng-Wei Zhang Cheng Zhou Xinbing Wang Luoyi Fu HILM 75 46 0 22 Nov 2023
Detecting and Mitigating Hallucinations in Multilingual Summarisation Yifu Qiu Yftah Ziser Anna Korhonen E. Ponti Shay B. Cohen HILM 49 42 0 23 May 2023
The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Yi-Chong Huang Xiachong Feng Xiaocheng Feng Bing Qin HILM 128 104 0 30 Apr 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 215 305 0 27 Apr 2021