Inside the tablerow wrap the detail and textView in LinearLayout with orirntation as vertical.
<TableRow
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:layout_marginTop="10dip"
android:background="@drawable/labeldetail_background"
android:paddingBottom="10dip" >
<LinearLayout
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:orientation="vertical" >
<TextView
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:layout_weight="1"
android:gravity="right"
android:paddingRight="20dip"
android:paddingTop="5dip"
android:text="Detail"
android:textColor="#000000" />
<TextView
android:layout_width="285dip"
android:layout_height="wrap_content"
android:background="@drawable/text_background"
android:gravity="center_horizontal"
android:maxLines="10"
android:padding="6dip"
android:singleLine="false"
android:text="Lorem Ipsum - test text for detail of the information, multiline textview" />
</LinearLayout>
</TableRow>