Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)
☆32Feb 10, 2025Updated last year
Alternatives and similar repositories for Patton
Users that are interested in Patton are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)☆28Feb 16, 2024Updated 2 years ago
- Reading Group @ DMG☆11Nov 15, 2018Updated 7 years ago
- "Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data" (NeurIPS 21')☆49Jun 3, 2022Updated 3 years ago
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆985Mar 2, 2025Updated last year
- The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study (WWW'23)☆66May 27, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆33May 9, 2024Updated last year
- A curated list of papers and resources about multimodal learning on graphs.☆44Feb 28, 2025Updated last year
- Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization (NeurIPS 21')☆23Dec 9, 2021Updated 4 years ago
- ☆10Oct 18, 2023Updated 2 years ago
- UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs (KDD'25)☆28Jun 6, 2025Updated 11 months ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆155Sep 4, 2024Updated last year
- MATCH: Metadata-Aware Text Classification in A Large Hierarchy (WWW'21)☆118Apr 2, 2024Updated 2 years ago
- Dataset, models, and code for paper "CiteSum: Citation Text-guided Scientific Extreme Summarization and Low-resource Domain Adaptation", …☆34Jul 8, 2022Updated 3 years ago
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆61May 22, 2025Updated 11 months 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.
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆72Oct 28, 2024Updated last year
- code for EMNLP 2024 paper: How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for M…☆13Nov 17, 2024Updated last year
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆79Jul 29, 2024Updated last year
- [ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类☆27Nov 27, 2024Updated last year
- The benchmark proposed in paper: GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability☆25Aug 12, 2025Updated 8 months ago
- Code for AAAI 2019 paper "Long Short-Term Memory with Dynamic Skip Connections". https://arxiv.org/abs/1811.03873☆28Mar 11, 2019Updated 7 years ago
- The source code for SetExpan framework, published in ECML-PKDD 2017☆32Nov 22, 2021Updated 4 years ago
- Collective Multi-type Entity Alignment Between Knowledge Graphs (WWW'20)☆34Apr 21, 2020Updated 6 years ago
- A generative one-for-all model for joint graph language modeling☆52Jan 21, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Benchmark☆118Apr 9, 2024Updated 2 years ago
- Implementation Code of TextHoaxer☆15Aug 21, 2022Updated 3 years ago
- Open Source Code for GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models (KDD'24)☆29Jul 5, 2024Updated last year
- VCWorld: A Biological World Model for Virtual Cell Simulation☆48Apr 7, 2026Updated 3 weeks ago
- NeurIPS 2025: Discriminative Constrained Optimization for Reinforcing Large Reasoning Models☆53Mar 14, 2026Updated last month
- ☆15Jul 5, 2024Updated last year
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆41Jun 23, 2024Updated last year
- Official implementation of GOAT model (ICML2023)☆38Jul 3, 2023Updated 2 years ago
- The official implementation of Hard Negative Sampling via Large Language Models for Recommendation.☆11Jan 17, 2026Updated 3 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions (EMNLP 2023))☆13Dec 21, 2023Updated 2 years ago
- LinkGPT: Teaching Large Language Models To Predict Missing Links☆23Feb 14, 2025Updated last year
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆305Dec 24, 2024Updated last year
- conll-formatted-ontonotes-5.0 for chinese language☆11Jan 9, 2019Updated 7 years ago
- HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)☆60Apr 2, 2024Updated 2 years ago
- ☆19Dec 12, 2023Updated 2 years ago
- ☆13Mar 16, 2021Updated 5 years ago