40 citations · 65 across the 14 of their papers we have counts for
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cs.CL2023
Revisiting Topic-Guided Language Models
Carolina Zheng, Keyon Vafa, David M. Blei
A recent line of work in natural language processing has aimed to combine language models and topic models. These topic-guided language models augment neural language models with t…
cs.CL2023★ 1 cited
An Invariant Learning Characterization of Controlled Text Generation
Carolina Zheng, Claudia Shi, Keyon Vafa +2
Controlled generation refers to the problem of creating text that contains stylistic or semantic attributes of interest. Many approaches reduce this problem to training a predictor…