Mitigating Hallucinations in Large Language Models via
Self-Refinement-Enhanced Knowledge Retrieval

Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval

10 May 2024

Hamed Haddadi

Papers citing "Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval"

12 / 12 papers shown

Title
Universal Collection of Euclidean Invariants between Pairs of Position-Orientations Gijs Bellaard B. Smets R. Duits 59 0 0 04 Apr 2025
Safeguarding Mobile GUI Agent via Logic-based Action Verification Jungjae Lee Dongjae Lee Chihun Choi Youngmin Im Jaeyoung Wi Kihong Heo Sangeun Oh Sunjae Lee Insik Shin LLMAG 75 0 0 24 Mar 2025
RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration Hong Qing Yu Frank McQuade 48 1 0 14 Mar 2025
TPU-Gen: LLM-Driven Custom Tensor Processing Unit Generator Deepak Vungarala Mohammed E. Elbtity Sumiya Syed Sakila Alam Kartik Pandit Arnob Ghosh Ramtin Zand Shaahin Angizi 34 1 0 07 Mar 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 127 9 0 05 Feb 2025
CoPrompter: User-Centric Evaluation of LLM Instruction Alignment for Improved Prompt Engineering Ishika Joshi Simra Shahid Shreeya Venneti Manushree Vasu Yantao Zheng Yunyao Li Balaji Krishnamurthy Gromit Yeuk-Yin Chan 29 3 0 09 Nov 2024
Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models Duy Khoa Pham Bao Quoc Vo LM&MA HILM 31 4 0 25 Aug 2024
Halu-J: Critique-Based Hallucination Judge Binjie Wang Steffi Chern Ethan Chern Pengfei Liu HILM 36 7 0 17 Jul 2024
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation Shiqi Chen Miao Xiong Junteng Liu Zhengxuan Wu Teng Xiao Siyang Gao Junxian He HILM 51 21 0 03 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 77 48 0 22 Nov 2023
Large Language Models Meet Knowledge Graphs to Answer Factoid Questions Mikhail Salnikov Hai Le Prateek Rajput Irina Nikishina Pavel Braslavski Valentin Malykh Alexander Panchenko KELM 33 13 0 03 Oct 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 218 299 0 26 Apr 2023