Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning

14 June 2024

Papers citing "Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning"

5 / 5 papers shown

Title
LLM Hallucination Reasoning with Zero-shot Knowledge Test Seongmin Lee Hsiang Hsu Chun-Fu Chen LRM 31 2 0 14 Nov 2024
Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment Zhen Zhang Xinyu Wang Yong-feng Jiang Zhuo Chen Feiteng Mu Mengting Hu Pengjun Xie Fei Huang KELM 42 2 0 09 Nov 2024
LoGU: Long-form Generation with Uncertainty Expressions Ruihan Yang Caiqi Zhang Zhisong Zhang Xinting Huang Sen Yang Nigel Collier Dong Yu Deqing Yang HILM 19 0 0 18 Oct 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
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 209 140 0 18 Apr 2021