Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs

Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs

21 May 2025

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Papers citing "Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs"

9 / 9 papers shown

Title
Joint Retrieval of Cloud properties using Attention-based Deep Learning Models Zahid Hassan Tushar Adeleke Ademakinwa Jianwu Wang Zhibo Zhang Sanjay Purushotham 3DPC 80 3 0 04 Apr 2025
FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal Reasoning Jie Ma Zhitao Gao Qi Chai Jing Liu Peijie Wang Jing Tao Zhou Su 114 2 0 01 Apr 2025
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators Dingkang Yang Dongling Xiao Jinjie Wei Mingcheng Li Zhaoyu Chen Ke Li Li Zhang HILM 167 6 0 28 Jan 2025
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph Xujian Liang Zhaoquan Gu ReLM LRM 30 1 0 24 Jan 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 382 2,021 0 22 Jan 2025
Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions Aidan Hogan Xin Luna Dong Denny Vrandečić Gerhard Weikum 111 5 0 12 Jan 2025
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li Siqi Miao Pan Li RALM 201 17 0 28 Oct 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering Yike Wu Yi Huang Nan Hu Yuncheng Hua Guilin Qi Jiaoyan Chen Jeff Z. Pan 116 9 0 29 Sep 2024
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models Guanming Xiong Junwei Bao Wen Zhao KELM 138 13 0 23 Feb 2024