TY - GEN
T1 - Learning to execute instructions in a minecraft dialogue
AU - Jayannavar, Prashant
AU - Narayan-Chen, Anjali
AU - Hockenmaier, Julia
N1 - Publisher Copyright:
© 2020 Association for Computational Linguistics
PY - 2020
Y1 - 2020
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85106400397&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85106400397&partnerID=8YFLogxK
U2 - 10.18653/v1/2020.acl-main.232
DO - 10.18653/v1/2020.acl-main.232
M3 - Conference contribution
AN - SCOPUS:85106400397
T3 - Proceedings of the Annual Meeting of the Association for Computational Linguistics
SP - 2589
EP - 2602
BT - ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
PB - Association for Computational Linguistics (ACL)
T2 - 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020
Y2 - 5 July 2020 through 10 July 2020
ER -