Reinforcement learning (RL) is an effective method to find reasoning pathways in incomplete knowledge graphs (KGs). To overcome the challenges of sparse rewards and the explore-exploit dilemma, a self-supervised pretraining method is proposed to warm up the policy network before the RL training stage. The seeding paths used in the supervised pre…
☆26May 30, 2026Updated 3 months ago
Alternatives and similar repositories for Knowledge-Graph-Reasoning-with-Self-supervised-Reinforcement-Learning
Users that are interested in Knowledge-Graph-Reasoning-with-Self-supervised-Reinforcement-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code and models for the paper Path Reasoning over Knowledge Graph: A Multi-Agent and Reinforcement Learning Based Method☆18Nov 23, 2020Updated 5 years ago
- Code for the paper "Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond…☆24May 31, 2022Updated 4 years ago
- Resources for PVLDB 2023 submission☆29Aug 28, 2024Updated 2 years ago
- 大语言模型微调的项目，包含了使用QLora微调ChatGLM和LLama☆29Jun 26, 2023Updated 3 years ago
- ☆12Jan 16, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆32Apr 15, 2023Updated 3 years ago
- ☆21Jun 3, 2021Updated 5 years ago
- KG☆14Nov 26, 2022Updated 3 years ago
- MCP server for Open Targets data☆19May 15, 2026Updated 3 months ago
- Examples of MolScore implementations☆12May 30, 2024Updated 2 years ago
- 北京市预约挂号统一平台挂号小助手☆11Sep 5, 2019Updated 6 years ago
- ☆10Nov 24, 2018Updated 7 years ago
- Using Bayesian inference to mine rule sets☆12Jan 9, 2020Updated 6 years ago
- Some papers on knowledge graph embedding☆62May 8, 2026Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆17Feb 14, 2020Updated 6 years ago
- ☆15Jan 15, 2021Updated 5 years ago
- Text Classification Models - CNN, RCNN, RNN-ATTN [PyTorch]☆11Oct 13, 2020Updated 5 years ago
- Whyis is a nano-scale knowledge graph publishing, management, and analysis framework.☆65Aug 3, 2026Updated last month
- Security Control Knowledge Graph☆32Apr 24, 2024Updated 2 years ago
- Models and code for the paper: In Nomine Function: Naming Functions in Stripped Binaries with Neural Networks☆18Jan 29, 2021Updated 5 years ago
- The present study is finalised to determine the most advanced models in the literature capable of producing new high-quality molecules st…☆10Aug 31, 2021Updated 5 years ago
- A refined evaluation pipeline for 3D molecular generative models trained on GEOM-Drugs.☆16Sep 10, 2025Updated 11 months ago
- ☆17Jun 16, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A new framework to generate interpretable classification rules☆18Feb 11, 2023Updated 3 years ago
- Application of novel EC-GAN method on Network Intrusion Detection☆25Dec 24, 2021Updated 4 years ago
- Message Passing Neural Networks for Molecule Property Prediction☆12Jan 17, 2020Updated 6 years ago
- Bot Detection by Building Markov Chain Models of Bots Network Behavior☆16Feb 6, 2021Updated 5 years ago
- Code for the paper "A Lightweight Framework for Function Name Reassignment Based on Large-Scale Stripped Binaries"☆15Jul 3, 2021Updated 5 years ago
- Pytorch implementation of Pocket2Drug: a generative deep learning model to predict binding drugs for ligand-binding sites.☆22May 19, 2022Updated 4 years ago
- ☆16Jun 14, 2024Updated 2 years ago
- This project is an open-source project based on a GAN network anomaly detection.☆14Aug 4, 2024Updated 2 years ago
- Tailoring Molecules for Protein Pockets: a Transformer-based Generative Solution for Structured-based Drug Design☆20Jul 26, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [npj Digital Medicine] An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing for Information Extraction☆13May 1, 2024Updated 2 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆146Apr 13, 2026Updated 4 months ago
- Import Mitre Att&ck into Neo4j database☆41Mar 5, 2026Updated 5 months ago
- 3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling (ICLR 2025)☆20Oct 23, 2025Updated 10 months ago
- 本项目采用BERT等预训练模型实现多项选择型阅读理解任务（Multiple Choice MRC）☆16Jun 20, 2021Updated 5 years ago
- BERT-based multi-label text classification engine☆14Mar 24, 2023Updated 3 years ago
- A comparison of some conformal quantile regression methods.☆12Sep 14, 2019Updated 6 years ago