Benchmark for TKG evolution modeling

TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models

[WWW 2023] The source code of "Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning"

[ECML-PKDD 2025] Improving Temporal Knowledge Graph Reasoning with Hierarchical Semantic-Aware Contrastive Learning

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.

The code of LogCL

Preprocess commonly used datasets for TKG forecasting

official repository for the TGTalker paper

Official code for paper "G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models".

📚 从零开始构建大模型

A new benchmark for Temporal Graph Learning

General technology for enabling AI capabilities w/ LLMs and MLLMs

Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)

Active Example Selection for In-Context Learning (EMNLP'22)

[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.

Temporal Knowledge Graph Forecasting Using In-Context Learning (EMNLP 2023)

This is the official impletation repository of NAACL findings paper, GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models. (https://arxiv.org/abs/2310.07793).

Awesome resources for learning control theory

Evaluation of Methods for Temporal Knowledge Graph Forecasting

A Baseline for Temporal Knowledge Graph Forecasting based on Recurrency of facts

A collection of AWESOME things about Graph-Related LLMs.

Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering""