Neural LM’s Scaling Laws

Scaling Laws for Neural Language Models

LLM + Graph

LLM幻象

GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking

Assess LLM’s ability of understanding Graph

Graph-ToolFormer

自然语言 ←→ GQL+External Lib;

Prompting in NLP

Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

Large Graph Model

Large Graph Model: A Perspective

Generative Diffusion Models on Graphs: Methods and Applications