Llm Knowledge Graph Generation Transformer Models

There are 6 llm knowledge graph generation models tracked. The highest-rated is RManLuo/graph-constrained-reasoning at 36/100 with 238 stars.

Get all 6 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=llm-knowledge-graph-generation&limit=20"

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#	Model	Score	Tier	Stars	Language
1	RManLuo/graph-constrained-reasoning Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning:...	36	Emerging	238	Python
2	zjukg/KoPA [Paper][ACM MM 2024] Making Large Language Models Perform Better in...	31	Emerging	214	Python
3	hhy-huang/GraphJudge [EMNLP'25 main] This is the official repo for the paper, Can LLMs be Good...	28	Experimental	27	Python
4	pat-jj/KG-FIT [NeurIPS'24] Knowledge Graph Fine-Tuning using LLMs	26	Experimental	130	Python
5	yao8839836/kg-llm Exploring large language models for knowledge graph completion. ICASSP 2025	25	Experimental	161	Python
6	zjukg/KnowPAT [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in...	23	Experimental	192	Python