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        <title>CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant</title>
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        <namePart type="given">Kavya</namePart>
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        <namePart type="given">Arthur</namePart>
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            <namePart type="given">Dan</namePart>
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    <abstract>We propose a semantic parsing dataset focused on instruction-driven communication with an agent in the game Minecraft. The dataset consists of 7K human utterances and their corresponding parses. Given proper world state, the parses can be interpreted and executed in game. We report the performance of baseline models, and analyze their successes and failures.</abstract>
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%0 Conference Proceedings
%T CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant
%A Srinet, Kavya
%A Jernite, Yacine
%A Gray, Jonathan
%A Szlam, Arthur
%Y Jurafsky, Dan
%Y Chai, Joyce
%Y Schluter, Natalie
%Y Tetreault, Joel
%S Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
%D 2020
%8 July
%I Association for Computational Linguistics
%C Online
%F srinet-etal-2020-craftassist
%X We propose a semantic parsing dataset focused on instruction-driven communication with an agent in the game Minecraft. The dataset consists of 7K human utterances and their corresponding parses. Given proper world state, the parses can be interpreted and executed in game. We report the performance of baseline models, and analyze their successes and failures.
%R 10.18653/v1/2020.acl-main.427
%U https://aclanthology.org/2020.acl-main.427
%U https://doi.org/10.18653/v1/2020.acl-main.427
%P 4693-4714

Markdown (Informal)

[CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant](https://aclanthology.org/2020.acl-main.427) (Srinet et al., ACL 2020)

• CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant (Srinet et al., ACL 2020)

ACL

• Kavya Srinet, Yacine Jernite, Jonathan Gray, and Arthur Szlam. 2020. CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 4693–4714, Online. Association for Computational Linguistics.