Update README.md

README.md

@@ -169,11 +169,34 @@ model = PeftModel.from_pretrained(
     model,
     lora_path,
 )
-model.eval()
 ```
 
 
 
+## 9.Cite
+If you use the IEPile or the code, please cite the paper:
+
+```
+@article{DBLP:journals/corr/abs-2402-14710,
+  author       = {Honghao Gui and
+                  Hongbin Ye and
+                  Lin Yuan and
+                  Ningyu Zhang and
+                  Mengshu Sun and
+                  Lei Liang and
+                  Huajun Chen},
+  title        = {IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus},
+  journal      = {CoRR},
+  volume       = {abs/2402.14710},
+  year         = {2024},
+  url          = {https://doi.org/10.48550/arXiv.2402.14710},
+  doi          = {10.48550/ARXIV.2402.14710},
+  eprinttype   = {arXiv},
+  eprint       = {2402.14710},
+  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-14710.bib},
+  bibsource    = {dblp computer science bibliography, https://dblp.org}
+}
+```