Papers by Jingxiao Chen
Improving Dialog Systems for Negotiation with Personality Modeling (2021.acl-long)
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| Challenge: | In this paper, we introduce a framework for generating strategic dialog inspired by the idea of incorporating a theory of mind (ToM) into machines. |
| Approach: | They propose a probabilistic formulation to encapsulate the opponent's personality type during both learning and inference. |
| Outcome: | The proposed model achieves 20% higher dialog agreement rate compared to baselines on a mixed population of opponents. |