See https://github.com/immanuelfodor/emojione/releases/tag/v1.0.0
This release is not yet compatible with subdirectory Shaarli installs, as ../ is replaced by / in the JS files (see #1). Could be solved with ../../ maybe or some clever JS-fu but I had no more time to solve this. PRs are welcome to fix this.
See https://github.com/immanuelfodor/emojione/releases/tag/v1.0.0