Papers by Lakshita Dodeja
A Computational Interface to Translate Strategic Intent from Unstructured Language in a Low-Data Setting (2023.findings-emnlp)
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| Challenge: | Existing work on interpreting the high-level strategic intent of humans has focused on enabling them to specify their strategy to an AI system. |
| Approach: | They propose to translate unstructured language strategies into actionable intent in the form of goals and constraints by using a game environment to build a computational interface. |
| Outcome: | The proposed model significantly outperforms human interpreters in inferring strategic intent from language (p 0.05) and in a low-data setting. |