[DOC] Fix minor typos in README (apache#5270)

README.md

@@ -112,7 +112,7 @@ Welcome to contribute to Gluten project! See [contributing guide](CONTRIBUTING.m
 
 ## 4.1 Community
 
-Glunten successfully joined Apache Incubator since March'24. We welcome developers and users who are interested in Gluten project. Here are several ways to contact us:
+Gluten successfully joined Apache Incubator since March'24. We welcome developers and users who are interested in Gluten project. Here are several ways to contact us:
 
 ### Gluten website
 https://gluten.apache.org/
@@ -122,7 +122,7 @@ For any technical discussion, please send email to [[email protected]](mailt
 Please click [here](mailto:[email protected]) to subscribe.
 
 ### Wechat group
-We also have a Wechat group (in Chinese) which maybe more firendly for PRC developers/users. Due to the limitation of wechat group, please contat with weitingchen at apache.org or zhangzc at apache.org to be invited to the group. 
+We also have a Wechat group (in Chinese) which may be more friendly for PRC developers/users. Due to the limitation of wechat group, please contact with weitingchen at apache.org or zhangzc at apache.org to be invited to the group. 
 
 ### Slack channel
 There's also a Spark channel in Velox Slack group (in English) for community communication for Velox backend. Please check Velox document here: https://github.com/facebookincubator/velox?tab=readme-ov-file#community