Update README.md

README.md

@@ -22,7 +22,7 @@ configs:
       path: "NER/test.json"
 ---
 
-# Adapting Large Language Models to Domains
+# Adapt Large Language Models to Domains
 
 This repo contains the evaluation datasets for our paper [Adapting Large Language Models via Reading Comprehension](https://huggingface.co/papers/2309.09530)
 
@@ -44,10 +44,11 @@ To easily reproduce our results, we have uploaded the filled-in zero/few-shot in
 
 ## Citation:
 ```bibtex
-@inproceedings{AdaptLLM,
-    title={Adapting Large Language Models via Reading Comprehension}, 
-    author={Daixuan Cheng and Shaohan Huang and Furu Wei},
-    url={https://arxiv.org/abs/2309.09530},
-    year={2023},
+@article{adaptllm,
+  author       = {Daixuan Cheng and Shaohan Huang and Furu Wei},
+  title        = {Adapting Large Language Models via Reading Comprehension},
+  journal      = {CoRR},
+  volume       = {abs/2309.09530},
+  year         = {2023}
 }
 ```