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Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking
v1v2 (latest)

Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking

2 January 2025
Xiaoxue Cheng
Junyi Li
Wayne Xin Zhao
Ji-Rong Wen
    HILMLRM
ArXiv (abs)PDFHTML

Papers citing "Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking"

4 / 4 papers shown
Title
Enhancing LLM Reasoning with Reward-guided Tree Search
Jinhao Jiang
Zhongfu Chen
Yingqian Min
Jie Chen
Xiaoxue Cheng
...
Zhengyang Liang
Dong Yan
Jian Xie
Ziyi Wang
Ji-Rong Wen
LRM
174
33
0
03 Jan 2025
Improving Model Factuality with Fine-grained Critique-based Evaluator
Improving Model Factuality with Fine-grained Critique-based Evaluator
Yiqing Xie
Wenxuan Zhou
Pradyot Prakash
Di Jin
Yuning Mao
...
Sinong Wang
Han Fang
Carolyn Rose
Daniel Fried
Hejia Zhang
HILM
156
8
0
24 Oct 2024
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
Hadas Orgad
Michael Toker
Zorik Gekhman
Roi Reichart
Idan Szpektor
Hadas Kotek
Yonatan Belinkov
HILMAIFin
123
45
0
03 Oct 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models
Hallucination is Inevitable: An Innate Limitation of Large Language Models
Ziwei Xu
Sanjay Jain
Mohan S. Kankanhalli
HILMLRM
170
258
0
22 Jan 2024
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