RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion

RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion

23 May 2025

Ömer Faruk Akgül

Rajgopal Kannan

Viktor Prasanna

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Papers citing "RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion"

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Title
Tina: Tiny Reasoning Models via LoRA Shangshang Wang Julian Asilis Ömer Faruk Akgül Enes Burak Bilgin Ollie Liu Willie Neiswanger OffRL LRM 109 9 0 22 Apr 2025
Predictive AI with External Knowledge Infusion for Stocks Ambedkar Dukkipati Kawin Mayilvaghanan Naveen Kumar Pallekonda Sai Prakash Hadnoor Ranga Shaarad Ayyagari AIFin 83 1 0 14 Apr 2025
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters Charlie Snell Jaehoon Lee Kelvin Xu Aviral Kumar LRM 192 692 0 06 Aug 2024
Chain-of-History Reasoning for Temporal Knowledge Graph Forecasting Yuwei Xia Ding Wang Qiang Liu Liang Wang Shu Wu Xiaoyu Zhang AI4CE 29 13 0 22 Feb 2024
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning Dong-Ho Lee Kian Ahrabian Woojeong Jin Fred Morstatter Jay Pujara 67 43 0 17 May 2023
Solving Quantitative Reasoning Problems with Language Models Aitor Lewkowycz Anders Andreassen David Dohan Ethan Dyer Henryk Michalewski ... Theo Gutman-Solo Yuhuai Wu Behnam Neyshabur Guy Gur-Ari Vedant Misra ReLM ELM LRM 179 857 0 29 Jun 2022
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting Haohai Sun Jialu Zhong Yunpu Ma Zhen Han Kun He AI4TS 110 159 0 09 Sep 2021
Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning Zixuan Li Xiaolong Jin Wei Li Saiping Guan Jiafeng Guo Huawei Shen Yuanzhuo Wang Xueqi Cheng 61 269 0 21 Apr 2021
Temporal Knowledge Graph Forecasting with Neural ODE Zhen Han Zifeng Ding Yunpu Ma Yujia Gu Volker Tresp AI4TS AI4CE 60 118 0 13 Jan 2021
MPNet: Masked and Permuted Pre-training for Language Understanding Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 106 1,133 0 20 Apr 2020
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs Rakshit S. Trivedi H. Dai Yichen Wang Le Song BDL 83 478 0 16 May 2017
Learning with Memory Embeddings Volker Tresp Cristóbal Esteban Yinchong Yang S. Baier Denis Krompass 64 31 0 25 Nov 2015