GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large
Language Models

GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models

11 October 2023

Papers citing "GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models"

13 / 13 papers shown

Title
Ignite Forecasting with SPARK: An Efficient Generative Framework for Refining LLMs in Temporal Knowledge Graph Forecasting Gongzhu Yin H. Zhang Y. Luo Yuchen Yang Kun Lu Chao Meng AI4TS 30 0 0 27 Mar 2025
Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model He Chang Jie Wu Zhulin Tao Yunshan Ma Xianglin Huang Tat-Seng Chua 36 0 0 21 Jan 2025
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering Zhongwu Chen Chengjin Xu Dingmin Wang Zhen Huang Yong Dou Xuhui Jiang Jian Guo RALM 129 1 0 15 Oct 2024
CYCLE: Cross-Year Contrastive Learning in Entity-Linking Pengyu Zhang Congfeng Cao Klim Zaporojets Paul Groth 16 0 0 11 Oct 2024
ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model Xuanqing Yu Wangtao Sun Jingwei Li Kang Liu Chengbao Liu Jie Tan OffRL AI4TS 28 3 0 14 Aug 2024
MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models Haoxuan Li Zhengmao Yang Yunshan Ma Yi Bin Yang Yang Tat-Seng Chua 33 0 0 08 Aug 2024
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting He Chang Chenchen Ye Zhulin Tao Jie Wu Zhengmao Yang Yunshan Ma Xianglin Huang Tat-Seng Chua AI4TS 24 1 0 16 Jul 2024
A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models Mingchen Li Chen Ling Rui Zhang Liang Zhao 28 5 0 16 Feb 2024
Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion Ruilin Luo Tianle Gu Haoling Li Junzhe Li Zicheng Lin Jiayi Li Yujiu Yang AI4CE 21 7 0 11 Jan 2024
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models Zifeng Ding Heling Cai Jingpei Wu Yunpu Ma Ruotong Liao Bo Xiong Volker Tresp AI4TS 26 11 0 15 Nov 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 257 2,232 0 22 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 298 4,077 0 24 May 2022
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting Haohai Sun Jialu Zhong Yunpu Ma Zhen Han Kun He AI4TS 76 149 0 09 Sep 2021