2.1k citations · 2.6k across the 14 of their papers we have counts for
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cs.CL2021
Procedures as Programs: Hierarchical Control of Situated Agents through Natural Language
Shuyan Zhou, Pengcheng Yin, Graham Neubig
When humans conceive how to perform a particular task, they do so hierarchically: splitting higher-level tasks into smaller sub-tasks. However, in the literature on natural languag…
cs.LG2021★ 12 cited
Learning Structural Edits via Incremental Tree Transformations
Ziyu Yao, Frank F. Xu, Pengcheng Yin +2
While most neural generative models generate outputs in a single pass, the human creative process is usually one of iterative building and refinement. Recent work has proposed mode…