11 citations · 28 across the 3 of their papers we have counts for
3 papers
cs.CL2020★ 10 cited
Enabling Language Models to Fill in the Blanks
Chris Donahue, Mina Lee, Percy Liang
We present a simple approach for text infilling, the task of predicting missing spans of text at any position in a document. While infilling could enable rich functionality especia…
cs.CL2019★ 7 cited
Learning Autocomplete Systems as a Communication Game
Mina Lee, Tatsunori B. Hashimoto, Percy Liang
We study textual autocomplete---the task of predicting a full sentence from a partial sentence---as a human-machine communication game. Specifically, we consider three competing go…
cs.LG2019★ 11 cited
SPoC: Search-based Pseudocode to Code
Sumith Kulal, Panupong Pasupat, Kartik Chandra +4
We consider the task of mapping pseudocode to long programs that are functionally correct. Given test cases as a mechanism to validate programs, we search over the space of possibl…