Skip to content

Commit 8be9f3d

Browse files
Merge branch 'main' of https://github.com/open-sciencelab/GraphGen into main
2 parents 1f8cf77 + e07a286 commit 8be9f3d

File tree

1 file changed

+1
-1
lines changed

1 file changed

+1
-1
lines changed

README.md

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -32,7 +32,7 @@ GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthe
3232

3333
## 📝 What is GraphGen?
3434

35-
GraphGen is a framework for synthetic data generation guided by knowledge graphs. Here is our [**paper**](https://github.com/open-sciencelab/GraphGen/tree/main/resources/GraphGen.pdf).
35+
GraphGen is a framework for synthetic data generation guided by knowledge graphs. Here is our [**paper**](https://github.com/open-sciencelab/GraphGen/tree/main/resources/GraphGen.pdf) and [best practice](https://github.com/open-sciencelab/GraphGen/issues/17).
3636

3737
It begins by constructing a fine-grained knowledge graph from the source text,then identifies knowledge gaps in LLMs using the expected calibration error metric, prioritizing the generation of QA pairs that target high-value, long-tail knowledge.
3838
Furthermore, GraphGen incorporates multi-hop neighborhood sampling to capture complex relational information and employs style-controlled generation to diversify the resulting QA data.

0 commit comments

Comments
 (0)