Abstract
The Minecraft Collaborative Building Task is a two-player game in which an Architect A instructs a Builder B to construct a target structure out of 3D blocks. We consider the task of predicting B's action sequences (block placements and removals) in a given game context, and show that capturing B's past actions as well as B's perspective leads to a significant improvement in performance on this challenging language understanding problem.
Cite
CITATION STYLE
Jayannavar, P., Narayan-Chen, A., & Hockenmaier, J. (2020). Learning to execute instructions in a minecraft dialogue. In Proceedings of the Annual Meeting of the Association for Computational Linguistics (pp. 2589–2602). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/2020.acl-main.232
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