Papers by Gaoyue Zhou
Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia (2022.naacl-main)
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| Challenge: | Using neural networks, we can model the impact of speaker role on language use through the game of Mafia. |
| Approach: | They analyze the effect of speaker role on language use through the game of Mafia, in which players are assigned either an honest or a deceptive role. |
| Outcome: | The proposed model outperforms a standard BERT-based text classification approach on two auxiliary tasks and identifies features that distinguish between player roles. |