A curated collection of SOTA algorithms on the link prediction task.
☆22Feb 27, 2020Updated 6 years ago
Alternatives and similar repositories for Link-Prediction-Experiment-Results
Users that are interested in Link-Prediction-Experiment-Results are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Jun 20, 2024Updated last year
- ☆11Apr 18, 2020Updated 6 years ago
- An implement of CompGCN in Pytorch and DGL.☆36Jul 25, 2024Updated last year
- Code for "Highly Efficient Knowledge Graph Embedding Learning with Closed-Form Orthogonal Procrustes Analysis" (NAACL 2021)☆23Jun 16, 2022Updated 3 years ago
- Explainable Link Prediction for Emerging Entities in Knowledge Graphs☆21Nov 23, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Implementation of ExCut: Explainable Embedding-based Clustering over Knowledge Graphs☆11Jul 7, 2021Updated 4 years ago
- AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions☆87Jul 25, 2024Updated last year
- ☆19Apr 15, 2022Updated 4 years ago
- Official implementation of Graph Neural Network Query Executor (ICML 2022)☆89Sep 5, 2023Updated 2 years ago
- ☆12Jun 14, 2022Updated 3 years ago
- Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications☆19Jul 20, 2020Updated 5 years ago
- This repository contains the source code for the WWW 2020 paper "Mining Implicit Entity Preference from User-Item Interaction Data for Kn…☆20Feb 26, 2021Updated 5 years ago
- Interaction Embeddings for Prediction and Explanation in Knowledge Graphs (WSDM'2019)☆23Apr 15, 2022Updated 4 years ago
- The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie…☆254Apr 12, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)☆54Nov 28, 2017Updated 8 years ago
- A model builder helper for creating graph neural networks akin to the ones described in https://arxiv.org/abs/1806.01261 and https://ie…☆12Apr 18, 2019Updated 7 years ago
- PyG re-implementation of Neural Bellman-Ford Networks (NeurIPS 2021)☆76Aug 25, 2022Updated 3 years ago
- ☆13Mar 1, 2018Updated 8 years ago
- Convolutional 2D Knowledge Graph Embeddings resources☆690Mar 29, 2024Updated 2 years ago
- The official Pytorch implementation of "UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledg…☆15May 16, 2022Updated 3 years ago
- Semantic Evidence aware Graph Neural Network (SE-GNN) for Knowledge Graph Embedding task (AAAI'22).☆59Mar 30, 2022Updated 4 years ago
- TuckER: Tensor Factorization for Knowledge Graph Completion☆365Nov 16, 2023Updated 2 years ago
- ☆31Jun 14, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code repo for COLING 2022 paper "Joint Language Semantic and Structure Embedding for Knowledge Graph Completion"☆53Oct 27, 2022Updated 3 years ago
- ☆21Mar 25, 2023Updated 3 years ago
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆528Jun 3, 2021Updated 4 years ago
- Implementation of SimplE Embedding for Link Prediction in Knowledge Graphs in PyTorch☆117Aug 23, 2020Updated 5 years ago
- This project analyzes the results of various models for Link Prediction on Knowledge Graphs using Knowledge Graph Embeddings. It allows t…☆76Jul 5, 2020Updated 5 years ago
- ☆28Dec 17, 2020Updated 5 years ago
- KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion☆12Oct 21, 2021Updated 4 years ago
- ☆36Sep 29, 2020Updated 5 years ago
- ☆105Sep 25, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆22May 24, 2020Updated 5 years ago
- ☆18Nov 11, 2022Updated 3 years ago
- ChronoKGE - A knowledge graph embedding framework for time-focused representation learning (RepL4NLP @ ACL 2022)☆12Jun 10, 2022Updated 3 years ago
- A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)☆204May 7, 2021Updated 4 years ago
- This page is a companion for our paper on optimal link prediction, written by Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M…☆66Mar 12, 2024Updated 2 years ago
- Combining relational context and relational paths for knowledge graph completion☆63Apr 19, 2020Updated 6 years ago
- Datasets and source codes for paper "Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability"☆17Nov 17, 2021Updated 4 years ago