diff --git a/.gitattributes b/.gitattributes
index 8ba5f19e6fba303826f9448de7cc923551a12ddb..0badd8ac9e5439ea7fd58f74a0e40ca60012dc12 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -490,60 +490,3 @@ cc_en.0141.jsonl filter=lfs diff=lfs merge=lfs -text
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diff --git a/README.md b/README.md
index fc4e5c06c420cc27a487e614d8363de49e4c4cf6..0dbb95422ac15dca898c17498147a80d59451284 100644
--- a/README.md
+++ b/README.md
@@ -49,14 +49,4 @@ The dataset consists of several components, each originating from different sour
   <strong>Patent</strong><br>
   Includes texts from patent documents, providing detailed descriptions of inventions and their applications.<br>
 
-</p>
-
-## Citation
-```
-@article{zhang2024mapneo,
-    title   = {MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series},
-    author  = {Ge Zhang and Scott Qu and Jiaheng Liu and Chenchen Zhang and Chenghua Lin and Chou Leuang Yu and Danny Pan and Esther Cheng and Jie Liu and Qunshu Lin and Raven Yuan and Tuney Zheng and Wei Pang and Xinrun Du and Yiming Liang and Yinghao Ma and Yizhi Li and Ziyang Ma and Bill Lin and Emmanouil Benetos and Huan Yang and Junting Zhou and Kaijing Ma and Minghao Liu and Morry Niu and Noah Wang and Quehry Que and Ruibo Liu and Sine Liu and Shawn Guo and Soren Gao and Wangchunshu Zhou and Xinyue Zhang and Yizhi Zhou and Yubo Wang and Yuelin Bai and Yuhan Zhang and Yuxiang Zhang and Zenith Wang and Zhenzhu Yang and Zijian Zhao and Jiajun Zhang and Wanli Ouyang and Wenhao Huang and Wenhu Chen},
-    year    = {2024},
-    journal = {arXiv preprint arXiv: 2405.19327}
-}
-```
\ No newline at end of file
+</p>
\ No newline at end of file
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