Knowledge Base Completion: Baselines Strike Back

30 May 2017

Papers citing "Knowledge Base Completion: Baselines Strike Back"

28 / 28 papers shown

Title
Location Sensitive Embedding for Knowledge Graph Reasoning Deepak Banerjee Anjali Ishaan KELM 23 0 0 01 Dec 2023
Fast Knowledge Graph Completion using Graphics Processing Units Chun-Hee Lee Dong-oh Kang Hwa Jeon Song 11 1 0 22 Jul 2023
Learning to Substitute Ingredients in Recipes Bahare Fatemi Quentin Duval Rohit Girdhar M. Drozdzal Adriana Romero Soriano 22 7 0 15 Feb 2023
Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods? Anson Bastos Kuldeep Singh Abhishek Nadgeri Johannes Hoffart Toyotaro Suzumura Manish Singh 17 3 0 30 Jan 2023
CARE: Certifiably Robust Learning with Reasoning via Variational Inference Jiawei Zhang Linyi Li Ce Zhang Bo-wen Li AAML OOD 40 8 0 12 Sep 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models Haris Widjaja Kiril Gashteovski Wiem Ben-Rim Pengfei Liu Christopher Malon Daniel Ruffinelli Carolin (Haas) Lawrence Graham Neubig 17 5 0 23 Aug 2022
Stay Positive: Knowledge Graph Embedding Without Negative Sampling Ainaz Hajimoradlou Seyed Mehran Kazemi 17 9 0 07 Jan 2022
Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph Embeddings E. B. Myklebust Ernesto Jiménez-Ruiz Jiaoyan Chen Raoul Wolf K. Tollefsen 16 9 0 08 Dec 2021
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods Peru Bhardwaj John D. Kelleher Luca Costabello Declan O’Sullivan 16 20 0 04 Nov 2021
What is Learned in Knowledge Graph Embeddings? Michael R Douglas Michael Simkin Omri Ben-Eliezer Tianqi Wu Peter Chin Trung D. Q. Dang Andrew Wood 22 1 0 19 Oct 2021
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations Yihong Chen Pasquale Minervini Sebastian Riedel Pontus Stenetorp 85 43 0 06 Oct 2021
Randomness In Neural Network Training: Characterizing The Impact of Tooling Donglin Zhuang Xingyao Zhang S. Song Sara Hooker 25 75 0 22 Jun 2021
Accounting for Variance in Machine Learning Benchmarks Xavier Bouthillier Pierre Delaunay Mirko Bronzi Assya Trofimov Brennan Nichyporuk ... Dmitriy Serdyuk Tal Arbel C. Pal Gaël Varoquaux Pascal Vincent 26 148 0 01 Mar 2021
Ranking vs. Classifying: Measuring Knowledge Base Completion Quality M. Speranskaya Martin Schmitt Benjamin Roth 9 10 0 02 Feb 2021
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors Linlin Chao Jianshan He Taifeng Wang Wei Chu 9 161 0 07 Nov 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 18 114 0 16 Sep 2020
Beyond Graph Neural Networks with Lifted Relational Neural Networks Gustav Sourek F. Železný Ondrej Kuzelka NAI 41 17 0 13 Jul 2020
Benchmarking neural embeddings for link prediction in knowledge graphs under semantic and structural changes Asan Agibetov Matthias Samwald 37 7 0 15 May 2020
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs Zequn Sun Qingheng Zhang Wei Hu Chengming Wang Muhao Chen F. Akrami Chengkai Li 19 242 0 10 Mar 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Andrea Rossi D. Firmani Antonio Matinata P. Merialdo Denilson Barbosa 17 340 0 03 Feb 2020
Efficient Probabilistic Logic Reasoning with Graph Neural Networks Yuyu Zhang Xinshi Chen Yu’an Yang Arun Ramamurthy Bo-wen Li Yuan Qi Le Song AI4CE 17 111 0 29 Jan 2020
A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun Shikhar Vashishth Soumya Sanyal Partha P. Talukdar Yiming Yang 14 168 0 10 Nov 2019
Diachronic Embedding for Temporal Knowledge Graph Completion Rishab Goel Seyed Mehran Kazemi Marcus A. Brubaker Pascal Poupart 27 340 0 06 Jul 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 9 2,083 0 26 Feb 2019
Embedding Uncertain Knowledge Graphs X. Chen Muhao Chen Weijia Shi Yizhou Sun C. Zaniolo 21 116 0 26 Nov 2018
Improving Knowledge Graph Embedding Using Simple Constraints Boyang Ding Quan Wang Bin Wang Li Guo 19 132 0 07 May 2018
Commonsense mining as knowledge base completion? A study on the impact of novelty Stanislaw Jastrzebski Dzmitry Bahdanau Seyedarian Hosseini Michael Noukhovitch Yoshua Bengio Jackie C.K. Cheung 11 27 0 24 Apr 2018
StarSpace: Embed All The Things! Ledell Yu Wu Adam Fisch S. Chopra Keith Adams Antoine Bordes Jason Weston 16 249 0 12 Sep 2017