Fine-tuning and Utilization Methods of Domain-specific LLMs

1 January 2024

Papers citing "Fine-tuning and Utilization Methods of Domain-specific LLMs"

7 / 7 papers shown

Title
Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety Zihan Guan Mengxuan Hu Ronghang Zhu Sheng Li Anil Vullikanti AAML 36 0 0 11 May 2025
MARK: Memory Augmented Refinement of Knowledge Anish Ganguli Prabal Deb Debleena Banerjee CLL 81 0 0 08 May 2025
From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System Rohan Surana Junda Wu Zhouhang Xie Yu Xia Harald Steck Dawen Liang Nathan Kallus Julian McAuley 40 0 0 21 Apr 2025
Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models Mats Faulborn Indira Sen Max Pellert Andreas Spitz David Garcia ELM 50 0 0 20 Mar 2025
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains Xu Chu Zhijie Tan Hanlin Xue Guanyu Wang Tong Mo Weiping Li ELM LRM 69 1 0 24 Jan 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 84 8 0 21 Jan 2025
Do Language Models Understand Time? Xi Ding Lei Wang 184 0 0 18 Dec 2024