Papers with Bayesian multilevel modelling
The Prosody of Emojis (2026.acl-long)
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| Challenge: | emojis are useful in spoken communication because they add affective and pragmatic nuance to textual cues. |
| Approach: | They analyze human speech data to find prosodic features that are important in spoken communication. |
| Outcome: | The proposed model shows that speakers adapt prosody based on emoji cues, and that listeners can recover intended meanings significantly above chance. |