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 292 15 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 165 2 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 594 1,255 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 70 22 0 22 Feb 2024
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Dong-Ho Lee Kian Ahrabian Woojeong Jin Fred Morstatter Jay Pujara 314 55 0 17 May 2023
Solving Quantitative Reasoning Problems with Language ModelsNeural Information Processing Systems (NeurIPS), 2022 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 637 1,276 0 29 Jun 2022
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph ForecastingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Haohai Sun Jialu Zhong Yunpu Ma Zhen Han Kun He AI4TS 196 181 0 09 Sep 2021
Temporal Knowledge Graph Reasoning Based on Evolutional Representation LearningAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 Zixuan Li Xiaolong Jin Wei Li Saiping Guan Jiafeng Guo Huawei Shen Yuanzhuo Wang Xueqi Cheng 221 335 0 21 Apr 2021
Temporal Knowledge Graph Forecasting with Neural ODEConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Zhen Han Zifeng Ding Yunpu Ma Yujia Gu Volker Tresp AI4TS AI4CE 167 146 0 13 Jan 2021
MPNet: Masked and Permuted Pre-training for Language UnderstandingNeural Information Processing Systems (NeurIPS), 2020 Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 228 1,430 0 20 Apr 2020
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs Rakshit S. Trivedi H. Dai Yichen Wang Le Song BDL 440 525 0 16 May 2017
Learning with Memory Embeddings Volker Tresp Cristóbal Esteban Yinchong Yang S. Baier Denis Krompass 475 31 0 25 Nov 2015