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In this work, we present a first at- tempt to investigate multi-emoji expres- sions and whether they behave similarly to multiword expressions in terms of non- compositionality. We focus on the com- bination of the frog and the hot bever- age emoji, but also show some preliminary results for other non-compositional emoji combinations. We use off-the-shelf senti- ment analysers as well as manual classi- fications to approach the compositionality of these emoji combinations.

Did you ever read about Frogs drinking Coffee? Investigating the Compositionality of Multi-Emoji Expressions