After Gmail and Google Calender, Google Docs is also available offline. After signed in to Google Docs, you can activate offline access from the gear menu. Then you will be prompted to install a Chrome Extension from Chrome Web Store. Once installed, you can access Docs from the new tab of Chrome.
Only those docs that are prepared using Google Docs are available offline. Other uploaded docs are not currently available.