Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning

15 November 2017

Papers citing "Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning"

50 / 60 papers shown

Title
GLaMoR: Consistency Checking of OWL Ontologies using Graph Language Models Justin Mücke A. Scherp 119 0 0 26 Apr 2025
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings Ioannis Reklos Jacopo de Berardinis Elena Simperl Albert Meroño-Peñuela 148 0 0 31 Jan 2025
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion Qiyuan He Jianfei Yu Wenya Wang LRM 29 0 0 03 Jan 2025
MARS: A neurosymbolic approach for interpretable drug discovery L. Delong Yojana Gadiya Paola Galdi Jacques D. Fleuriot Daniel Domingo-Fernández 105 2 0 02 Oct 2024
Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies Alexei Pisacane Victor-Alexandru Darvariu Mirco Musolesi 23 0 0 12 Sep 2024
Knowledge Graph Reasoning with Self-supervised Reinforcement Learning Ying Ma Owen Burns Mingqiu Wang Gang Li Nan Du Laurent El Shafey Liqiang Wang Izhak Shafran H. Soltau SSL ReLM OffRL LRM 43 0 0 22 May 2024
Conversational Question Answering with Reformulations over Knowledge Graph Lihui Liu Blaine Hill Boxin Du Fei Wang Hanghang Tong 19 5 0 27 Dec 2023
KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph Tiezheng Guo Qingwen Yang Chen Wang Yanyi Liu Pan Li Jiawei Tang Dapeng Li Yingyou Wen RALM LRM 28 19 0 26 Dec 2023
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA Dhruv Agarwal Rajarshi Das Sopan Khosla Rashmi Gangadharaiah OffRL 18 7 0 14 Nov 2023
Emulating the Human Mind: A Neural-symbolic Link Prediction Model with Fast and Slow Reasoning and Filtered Rules Mohammad Hossein Khojasteh Najmeh Torabian Ali Farjami Saeid Hosseini B. Minaei-Bidgoli LRM 25 0 0 21 Oct 2023
Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning Ghanshyam Verma Shovon Sengupta Simon Simanta Huan Chen J. Perge Devishree Pillai John P. Mccrae P. Buitelaar OffRL 10 1 0 11 Jul 2023
Do as I can, not as I get Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao 26 1 0 17 Jun 2023
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao AI4TS 15 19 0 08 Apr 2023
Explicit Planning Helps Language Models in Logical Reasoning Hongyu Zhao Kangrui Wang Mo Yu Hongyuan Mei LRM ReLM 30 15 0 28 Mar 2023
A Pre-training Framework for Knowledge Graph Completion Kuan Xu Kuo Yang Hanyang Dong Xinyan Wang Jian Yu Xuezhong Zhou 8 0 0 06 Feb 2023
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja Boshi Wang Hugo Latapie Jayanth Srinivasa Yu-Chuan Su 23 13 0 19 Dec 2022
ReInform: Selecting paths with reinforcement learning for contextualized link prediction M. Speranskaya Sameh Methias Benjamin Roth KELM LRM 19 0 0 19 Nov 2022
Instance-based Learning for Knowledge Base Completion Wanyun Cui Xingran Chen 22 7 0 13 Nov 2022
On the Explainability of Natural Language Processing Deep Models Julia El Zini M. Awad 25 82 0 13 Oct 2022
Reasoning over Multi-view Knowledge Graphs Zhaohan Xi Ren Pang Changjiang Li Tianyu Du S. Ji Fenglong Ma Ting Wang 30 4 0 27 Sep 2022
Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities Yuanning Cui Yuxin Wang Zequn Sun Wenqiang Liu Yiqiao Jiang Kexin Han Wei Hu LRM 22 14 0 22 Aug 2022
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs Zhaocheng Zhu Xinyu Yuan Mikhail Galkin Sophie Xhonneux Ming Zhang Maxime Gazeau Jian Tang GNN LRM 29 36 0 07 Jun 2022
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs Ruijie Wang Luca Rossetto Michael Cochez Abraham Bernstein GNN LRM 15 3 0 03 Jun 2022
Asking for Knowledge: Training RL Agents to Query External Knowledge Using Language Iou-Jen Liu Xingdi Yuan Marc-Alexandre Côté Pierre-Yves Oudeyer A. Schwing RALM 17 12 0 12 May 2022
Neural Theorem Provers Delineating Search Area Using RNN Yu-hao Wu Hou-Biao Li LRM 25 1 0 14 Mar 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 22 53 0 22 Feb 2022
Learning to Discover Medicines T. Nguyen Thin Nguyen T. Tran 32 1 0 14 Feb 2022
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction Peyman Baghershahi Reshad Hosseini H. Moradi 26 52 0 20 Dec 2021
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs G. Edwards Sebastian Nilsson Benedek Rozemberczki Eliseo Papa 21 12 0 20 Nov 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning Mattia Atzeni Jasmina Bogojeska Andreas Loukas ReLM LRM 19 15 0 27 Oct 2021
Rule Induction in Knowledge Graphs Using Linear Programming S. Dash Joao Goncalves 24 5 0 15 Oct 2021
Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs Zihao W. Wang Hang Yin Yangqiu Song 28 30 0 18 Sep 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction Zhaocheng Zhu Zuobai Zhang Louis-Pascal Xhonneux Jian Tang GNN 25 300 0 13 Jun 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs Zixuan Li Xiaolong Jin Saiping Guan Wei Li Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 28 103 0 01 Jun 2021
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability Xin Lv Yixin Cao Lei Hou Juan-Zi Li Zhiyuan Liu Yichi Zhang Zelin Dai LRM 21 19 0 14 Apr 2021
Inductive Relation Prediction by BERT H. Zha Zhiyu Zoey Chen Xifeng Yan 21 54 0 12 Mar 2021
Logic Embeddings for Complex Query Answering F. Luus Prithviraj Sen Pavan Kapanipathi Ryan Riegel Ndivhuwo Makondo Thabang Lebese Alexander G. Gray NAI 25 23 0 28 Feb 2021
Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphs Simon Ott Laura Graf Asan Agibetov Christian Meilicke Matthias Samwald AI4CE 21 1 0 10 Dec 2020
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators S. Abadal Akshay Jain Robert Guirado Jorge López-Alonso Eduard Alarcón GNN 25 225 0 30 Sep 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 13 114 0 16 Sep 2020
Convolutional Complex Knowledge Graph Embeddings Caglar Demir A. N. Ngomo 19 44 0 07 Aug 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving Pasquale Minervini Sebastian Riedel Pontus Stenetorp Edward Grefenstette Tim Rocktaschel LRM 37 96 0 13 Jul 2020
A Simple Approach to Case-Based Reasoning in Knowledge Bases Rajarshi Das Ameya Godbole S. Dhuliawala Manzil Zaheer Andrew McCallum 19 24 0 25 Jun 2020
Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study F. Akrami Mohammed Samiul Saeef Qingheng Zhang Wei Hu Chengkai Li KELM 6 109 0 18 Mar 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base William W. Cohen Haitian Sun R. A. Hofer M. Siegler 14 61 0 14 Feb 2020
Differentiable Reasoning on Large Knowledge Bases and Natural Language Pasquale Minervini Matko Bovsnjak Tim Rocktaschel Sebastian Riedel Edward Grefenstette LRM 14 88 0 17 Dec 2019
Completion Reasoning Emulation for the Description Logic EL+ Aaron Eberhart Monireh Ebrahimi Lu Zhou C. Shimizu Pascal Hitzler NAI 11 12 0 11 Dec 2019
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs Yi-Lin Tuan Yun-Nung (Vivian) Chen Hung-yi Lee 13 71 0 01 Oct 2019
Meta Reasoning over Knowledge Graphs Hong Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang ReLM LRM 24 8 0 13 Aug 2019
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation Yikun Xian Zuohui Fu S. Muthukrishnan Gerard de Melo Yongfeng Zhang 16 457 0 12 Jun 2019