Papers with Emoji
Classifying the Informative Behaviour of Emoji in Microblogs (L18-1)
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| Challenge: | Emoji are pictographs used in microblogs as emotion markers, but can also represent a wider range of concepts. |
| Approach: | They analyze a corpus of tweets pairs and classify emoji with respect to redundancy . they propose to further investigate the informative behaviour of e-mails using eoji . |
| Outcome: | The proposed model achieved an F-score of 0.7 for emoji use in 2475 tweets pairs. |
How to Do Things without Words: Modeling Semantic Drift of Emoji (2022.findings-emnlp)
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| Challenge: | Emoji have become a significant part of our informal textual communication. |
| Approach: | They propose to model and analyze the semantic drift of emoji and explore the relations between graphical changes and semantic changes. |
| Outcome: | The proposed model and analysis examines the relationship between graphical changes and semantic drift. |