diff --git a/scrapy/loader/__init__.py b/scrapy/loader/__init__.py
index e73413318..a7c75a46a 100644
--- a/scrapy/loader/__init__.py
+++ b/scrapy/loader/__init__.py
@@ -181,7 +181,7 @@ class ItemLoader(object):
     def _get_xpathvalues(self, xpaths, **kw):
         self._check_selector_method()
         xpaths = arg_to_iter(xpaths)
-        return flatten(self.selector.xpath(xpath).extract() for xpath in xpaths)
+        return flatten(self.selector.xpath(xpath).getall() for xpath in xpaths)
 
     def add_css(self, field_name, css, *processors, **kw):
         values = self._get_cssvalues(css, **kw)
@@ -198,6 +198,6 @@ class ItemLoader(object):
     def _get_cssvalues(self, csss, **kw):
         self._check_selector_method()
         csss = arg_to_iter(csss)
-        return flatten(self.selector.css(css).extract() for css in csss)
+        return flatten(self.selector.css(css).getall() for css in csss)
 
 XPathItemLoader = create_deprecated_class('XPathItemLoader', ItemLoader)