diff --git a/wp-admin/includes/plugin.php b/wp-admin/includes/plugin.php
index d4bf57ea51..517c31d504 100644
--- a/wp-admin/includes/plugin.php
+++ b/wp-admin/includes/plugin.php
@@ -797,29 +797,50 @@ function delete_plugins( $plugins, $deprecated = '' ) {
 	if ( is_wp_error($wp_filesystem->errors) && $wp_filesystem->errors->get_error_code() )
 		return new WP_Error('fs_error', __('Filesystem error.'), $wp_filesystem->errors);
 
-	//Get the base plugin folder
+	// Get the base plugin folder.
 	$plugins_dir = $wp_filesystem->wp_plugins_dir();
-	if ( empty($plugins_dir) )
-		return new WP_Error('fs_no_plugins_dir', __('Unable to locate WordPress Plugin directory.'));
+	if ( empty( $plugins_dir ) ) {
+		return new WP_Error( 'fs_no_plugins_dir', __( 'Unable to locate WordPress Plugin directory.' ) );
+	}
 
 	$plugins_dir = trailingslashit( $plugins_dir );
 
+	$translations_dir = $wp_filesystem->wp_lang_dir();
+	$translations_dir = trailingslashit( $translations_dir );
+
+	$plugin_translations = wp_get_installed_translations( 'plugins' );
+
 	$errors = array();
 
 	foreach( $plugins as $plugin_file ) {
-		// Run Uninstall hook
-		if ( is_uninstallable_plugin( $plugin_file ) )
+		// Run Uninstall hook.
+		if ( is_uninstallable_plugin( $plugin_file ) ) {
 			uninstall_plugin($plugin_file);
+		}
 
-		$this_plugin_dir = trailingslashit( dirname($plugins_dir . $plugin_file) );
+		$this_plugin_dir = trailingslashit( dirname( $plugins_dir . $plugin_file ) );
 		// If plugin is in its own directory, recursively delete the directory.
-		if ( strpos($plugin_file, '/') && $this_plugin_dir != $plugins_dir ) //base check on if plugin includes directory separator AND that it's not the root plugin folder
-			$deleted = $wp_filesystem->delete($this_plugin_dir, true);
-		else
-			$deleted = $wp_filesystem->delete($plugins_dir . $plugin_file);
+		if ( strpos( $plugin_file, '/' ) && $this_plugin_dir != $plugins_dir ) { //base check on if plugin includes directory separator AND that it's not the root plugin folder
+			$deleted = $wp_filesystem->delete( $this_plugin_dir, true );
+		} else {
+			$deleted = $wp_filesystem->delete( $plugins_dir . $plugin_file );
+		}
 
-		if ( ! $deleted )
+		if ( ! $deleted ) {
 			$errors[] = $plugin_file;
+			continue;
+		}
+
+		// Remove language files, silently.
+		$plugin_slug = dirname( $plugin_file );
+		if ( '.' !== $plugin_slug && ! empty( $plugin_translations[ $plugin_slug ] ) ) {
+			$translations = $plugin_translations[ $plugin_slug ];
+
+			foreach ( $translations as $translation => $data ) {
+				$wp_filesystem->delete( WP_LANG_DIR . '/plugins/' . $plugin_slug . '-' . $translation . '.po' );
+				$wp_filesystem->delete( WP_LANG_DIR . '/plugins/' . $plugin_slug . '-' . $translation . '.mo' );
+			}
+		}
 	}
 
 	// Remove deleted plugins from the plugin updates list.
diff --git a/wp-admin/includes/theme.php b/wp-admin/includes/theme.php
index eaef0bcdf6..faed0a8e5b 100644
--- a/wp-admin/includes/theme.php
+++ b/wp-admin/includes/theme.php
@@ -55,20 +55,37 @@ function delete_theme($stylesheet, $redirect = '') {
 	if ( is_wp_error($wp_filesystem->errors) && $wp_filesystem->errors->get_error_code() )
 		return new WP_Error('fs_error', __('Filesystem error.'), $wp_filesystem->errors);
 
-	//Get the base plugin folder
+	// Get the base plugin folder.
 	$themes_dir = $wp_filesystem->wp_themes_dir();
-	if ( empty($themes_dir) )
-		return new WP_Error('fs_no_themes_dir', __('Unable to locate WordPress theme directory.'));
+	if ( empty( $themes_dir ) ) {
+		return new WP_Error( 'fs_no_themes_dir', __( 'Unable to locate WordPress theme directory.' ) );
+	}
 
 	$themes_dir = trailingslashit( $themes_dir );
-	$theme_dir = trailingslashit($themes_dir . $stylesheet);
-	$deleted = $wp_filesystem->delete($theme_dir, true);
+	$theme_dir = trailingslashit( $themes_dir . $stylesheet );
+	$deleted = $wp_filesystem->delete( $theme_dir, true );
 
-	if ( ! $deleted )
-		return new WP_Error('could_not_remove_theme', sprintf(__('Could not fully remove the theme %s.'), $stylesheet) );
+	if ( ! $deleted ) {
+		return new WP_Error( 'could_not_remove_theme', sprintf( __( 'Could not fully remove the theme %s.' ), $stylesheet ) );
+	}
 
-	// Force refresh of theme update information
-	delete_site_transient('update_themes');
+	$translations_dir = $wp_filesystem->wp_lang_dir();
+	$translations_dir = trailingslashit( $translations_dir );
+
+	$theme_translations = wp_get_installed_translations( 'themes' );
+
+	// Remove language files, silently.
+	if ( ! empty( $theme_translations[ $stylesheet ] ) ) {
+		$translations = $theme_translations[ $stylesheet ];
+
+		foreach ( $translations as $translation => $data ) {
+			$wp_filesystem->delete( WP_LANG_DIR . '/themes/' . $stylesheet . '-' . $translation . '.po' );
+			$wp_filesystem->delete( WP_LANG_DIR . '/themes/' . $stylesheet . '-' . $translation . '.mo' );
+		}
+	}
+
+	// Force refresh of theme update information.
+	delete_site_transient( 'update_themes' );
 
 	return true;
 }
diff --git a/wp-admin/network/themes.php b/wp-admin/network/themes.php
index 90ef4f03a0..e326c93cb6 100644
--- a/wp-admin/network/themes.php
+++ b/wp-admin/network/themes.php
@@ -96,8 +96,10 @@ if ( $action ) {
 			require_once(ABSPATH . 'wp-admin/admin-footer.php');
 			exit;
 		case 'delete-selected':
-			if ( ! current_user_can( 'delete_themes' ) )
+			if ( ! current_user_can( 'delete_themes' ) ) {
 				wp_die( __('You do not have sufficient permissions to delete themes for this site.') );
+			}
+
 			check_admin_referer( 'bulk-themes' );
 
 			$themes = isset( $_REQUEST['checked'] ) ? (array) $_REQUEST['checked'] : array();
@@ -115,9 +117,26 @@ if ( $action ) {
 			}
 
 			$files_to_delete = $theme_info = array();
+			$theme_translations = wp_get_installed_translations( 'themes' );
 			foreach ( $themes as $key => $theme ) {
 				$theme_info[ $theme ] = wp_get_theme( $theme );
-				$files_to_delete = array_merge( $files_to_delete, list_files( $theme_info[ $theme ]->get_stylesheet_directory() ) );
+
+				// Locate all the files in that folder.
+				$files = list_files( $theme_info[ $theme ]->get_stylesheet_directory() );
+				if ( $files ) {
+					$files_to_delete = array_merge( $files_to_delete, $files );
+				}
+
+				// Add translation files.
+				$theme_slug = $theme_info[ $theme ]->get_stylesheet();
+				if ( ! empty( $theme_translations[ $theme_slug ] ) ) {
+					$translations = $theme_translations[ $theme_slug ];
+
+					foreach ( $translations as $translation => $data ) {
+						$files_to_delete[] = $theme_slug . '-' . $translation . '.po';
+						$files_to_delete[] = $theme_slug . '-' . $translation . '.mo';
+					}
+				}
 			}
 
 			include(ABSPATH . 'wp-admin/update.php');
@@ -136,16 +155,21 @@ if ( $action ) {
 				<div class="error"><p><strong><?php _e( 'Caution:' ); ?></strong> <?php echo _n( 'This theme may be active on other sites in the network.', 'These themes may be active on other sites in the network.', $themes_to_delete ); ?></p></div>
 				<p><?php echo _n( 'You are about to remove the following theme:', 'You are about to remove the following themes:', $themes_to_delete ); ?></p>
 					<ul class="ul-disc">
-						<?php foreach ( $theme_info as $theme )
-							echo '<li>', sprintf( __('<strong>%1$s</strong> by <em>%2$s</em>' ), $theme->display('Name'), $theme->display('Author') ), '</li>'; /* translators: 1: theme name, 2: theme author */ ?>
+					<?php
+						foreach ( $theme_info as $theme ) {
+							/* translators: 1: theme name, 2: theme author */
+							echo '<li>', sprintf( __('<strong>%1$s</strong> by <em>%2$s</em>' ), $theme->display('Name'), $theme->display('Author') ), '</li>';
+						}
+					?>
 					</ul>
 				<p><?php _e('Are you sure you wish to delete these themes?'); ?></p>
 				<form method="post" action="<?php echo esc_url($_SERVER['REQUEST_URI']); ?>" style="display:inline;">
 					<input type="hidden" name="verify-delete" value="1" />
 					<input type="hidden" name="action" value="delete-selected" />
 					<?php
-						foreach ( (array) $themes as $theme )
+						foreach ( (array) $themes as $theme ) {
 							echo '<input type="hidden" name="checked[]" value="' . esc_attr($theme) . '" />';
+						}
 					?>
 					<?php wp_nonce_field('bulk-themes') ?>
 					<?php submit_button( _n( 'Yes, Delete this theme', 'Yes, Delete these themes', $themes_to_delete ), 'button', 'submit', false ); ?>
@@ -158,8 +182,9 @@ if ( $action ) {
 				<div id="files-list" style="display:none;">
 					<ul class="code">
 					<?php
-						foreach ( (array) $files_to_delete as $file )
-							echo '<li>' . esc_html( str_replace( WP_CONTENT_DIR . "/themes", '', $file) ) . '</li>';
+						foreach ( (array) $files_to_delete as $file ) {
+							echo '<li>' . esc_html( str_replace( WP_CONTENT_DIR . '/themes', '', $file ) ) . '</li>';
+						}
 					?>
 					</ul>
 				</div>
diff --git a/wp-admin/plugins.php b/wp-admin/plugins.php
index 988cfa9325..6e144c63e0 100644
--- a/wp-admin/plugins.php
+++ b/wp-admin/plugins.php
@@ -207,8 +207,9 @@ if ( $action ) {
 			exit;
 
 		case 'delete-selected':
-			if ( ! current_user_can('delete_plugins') )
+			if ( ! current_user_can('delete_plugins') ) {
 				wp_die(__('You do not have sufficient permissions to delete plugins for this site.'));
+			}
 
 			check_admin_referer('bulk-plugins');
 
@@ -237,28 +238,44 @@ if ( $action ) {
 				<?php
 					$files_to_delete = $plugin_info = array();
 					$have_non_network_plugins = false;
+					$plugin_translations = wp_get_installed_translations( 'plugins' );
 					foreach ( (array) $plugins as $plugin ) {
-						if ( '.' == dirname($plugin) ) {
+						$plugin_slug = dirname( $plugin );
+
+						if ( '.' == $plugin_slug ) {
 							$files_to_delete[] = WP_PLUGIN_DIR . '/' . $plugin;
-							if( $data = get_plugin_data(WP_PLUGIN_DIR . '/' . $plugin) ) {
+							if ( $data = get_plugin_data( WP_PLUGIN_DIR . '/' . $plugin ) ) {
 								$plugin_info[ $plugin ] = $data;
 								$plugin_info[ $plugin ]['is_uninstallable'] = is_uninstallable_plugin( $plugin );
-								if ( ! $plugin_info[ $plugin ]['Network'] )
+								if ( ! $plugin_info[ $plugin ]['Network'] ) {
 									$have_non_network_plugins = true;
+								}
 							}
 						} else {
-							// Locate all the files in that folder
-							$files = list_files( WP_PLUGIN_DIR . '/' . dirname($plugin) );
+							// Locate all the files in that folder.
+							$files = list_files( WP_PLUGIN_DIR . '/' . $plugin_slug );
 							if ( $files ) {
-								$files_to_delete = array_merge($files_to_delete, $files);
+								$files_to_delete = array_merge( $files_to_delete, $files );
 							}
-							// Get plugins list from that folder
-							if ( $folder_plugins = get_plugins( '/' . dirname($plugin)) ) {
+
+							// Get plugins list from that folder.
+							if ( $folder_plugins = get_plugins( '/' . $plugin_slug ) ) {
 								foreach( $folder_plugins as $plugin_file => $data ) {
 									$plugin_info[ $plugin_file ] = _get_plugin_data_markup_translate( $plugin_file, $data );
 									$plugin_info[ $plugin_file ]['is_uninstallable'] = is_uninstallable_plugin( $plugin );
-									if ( ! $plugin_info[ $plugin_file ]['Network'] )
+									if ( ! $plugin_info[ $plugin_file ]['Network'] ) {
 										$have_non_network_plugins = true;
+									}
+								}
+							}
+
+							// Add translation files.
+							if ( ! empty( $plugin_translations[ $plugin_slug ] ) ) {
+								$translations = $plugin_translations[ $plugin_slug ];
+
+								foreach ( $translations as $translation => $data ) {
+									$files_to_delete[] = $plugin_slug . '-' . $translation . '.po';
+									$files_to_delete[] = $plugin_slug . '-' . $translation . '.mo';
 								}
 							}
 						}
@@ -295,8 +312,9 @@ if ( $action ) {
 					<input type="hidden" name="verify-delete" value="1" />
 					<input type="hidden" name="action" value="delete-selected" />
 					<?php
-						foreach ( (array) $plugins as $plugin )
-							echo '<input type="hidden" name="checked[]" value="' . esc_attr($plugin) . '" />';
+						foreach ( (array) $plugins as $plugin ) {
+							echo '<input type="hidden" name="checked[]" value="' . esc_attr( $plugin ) . '" />';
+						}
 					?>
 					<?php wp_nonce_field('bulk-plugins') ?>
 					<?php submit_button( $data_to_delete ? __( 'Yes, Delete these files and data' ) : __( 'Yes, Delete these files' ), 'button', 'submit', false ); ?>
@@ -309,8 +327,9 @@ if ( $action ) {
 				<div id="files-list" style="display:none;">
 					<ul class="code">
 					<?php
-						foreach ( (array)$files_to_delete as $file )
-							echo '<li>' . esc_html(str_replace(WP_PLUGIN_DIR, '', $file)) . '</li>';
+						foreach ( (array) $files_to_delete as $file ) {
+							echo '<li>' . esc_html( str_replace( WP_PLUGIN_DIR, '', $file ) ) . '</li>';
+						}
 					?>
 					</ul>
 				</div>
diff --git a/wp-includes/l10n.php b/wp-includes/l10n.php
index 2317455244..ed5b2248ed 100644
--- a/wp-includes/l10n.php
+++ b/wp-includes/l10n.php
@@ -797,16 +797,23 @@ function wp_get_installed_translations( $type ) {
 	$language_data = array();
 
 	foreach ( $files as $file ) {
-		if ( '.' === $file[0] || is_dir( $file ) )
+		if ( '.' === $file[0] || is_dir( $file ) ) {
 			continue;
-		if ( substr( $file, -3 ) !== '.po' )
+		}
+		if ( substr( $file, -3 ) !== '.po' ) {
 			continue;
-		if ( ! preg_match( '/(?:(.+)-)?([A-Za-z_]{2,6}).po/', $file, $match ) )
+		}
+		if ( ! preg_match( '/(?:(.+)-)?([A-Za-z_]{2,6}).po/', $file, $match ) ) {
 			continue;
+		}
+		if ( ! in_array( substr( $file, 0, -3 ) . '.mo', $files ) )  {
+			continue;
+		}
 
 		list( , $textdomain, $language ) = $match;
-		if ( '' === $textdomain )
+		if ( '' === $textdomain ) {
 			$textdomain = 'default';
+		}
 		$language_data[ $textdomain ][ $language ] = wp_get_pomo_file_data( WP_LANG_DIR . "$dir/$file" );
 	}
 	return $language_data;