diff --git a/docs/src/main/asciidoc/overview.adoc b/docs/src/main/asciidoc/overview.adoc
index 9306bce11..140905477 100644
--- a/docs/src/main/asciidoc/overview.adoc
+++ b/docs/src/main/asciidoc/overview.adoc
@@ -512,7 +512,7 @@ public class Application {
 Enable transactions by setting `spring.cloud.stream.kafka.binder.transaction.transactionIdPrefix` to a non-empty value, e.g. `tx-`.
 When used in a processor application, the consumer starts the transaction; any records sent on the consumer thread participate in the same transaction.
 When the listener exits normally, the listener container will send the offset to the transaction and commit it.
-A common producer factory is used for all producer bindings configure using `spring.cloud.stream.kafka.binder.transaction.producer.*` properties; individual binding Kafka producer properties are ignored.
+A common producer factory is used for all producer bindings configured using `spring.cloud.stream.kafka.binder.transaction.producer.*` properties; individual binding Kafka producer properties are ignored.
 
 If you wish to use transactions in a source application, or from some arbitrary thread for producer-only transaction (e.g. `@Scheduled` method), you must get a reference to the transactional producer factory and define a `KafkaTransactionManager` bean using it.
 
@@ -532,7 +532,7 @@ Notice that we get a reference to the binder using the `BinderFactory`; use `nul
 If more than one binder is configured, use the binder name to get the reference.
 Once we have a reference to the binder, we can obtain a reference to the `ProducerFactory` and create a transaction manager.
 
-Then you would just normal Spring transaction support, e.g. `TransactionTemplate` or `@Transactional`, for example:
+Then you would use normal Spring transaction support, e.g. `TransactionTemplate` or `@Transactional`, for example:
 
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 [source, java]