337 citations · 366 across the 6 of their papers we have counts for
4 papers · 1 filter
TempLM: Distilling Language Models into Template-Based Generators
Tianyi Zhang, Mina Lee, Lisa Li +2
While pretrained language models (PLMs) have greatly improved text generation, they have also been known to produce unfaithful or inappropriate content. In contrast, classic templa…
Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality
Mina Lee, Chris Donahue, Robin Jia +2
We release a new benchmark for lexical substitution, the task of finding appropriate substitutes for a target word in a context. To assist humans with writing, lexical substitution…
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…
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…