40 citations · 65 across the 14 of their papers we have counts for
3 papers · 1 filter
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…
Using large language models to promote health equity
Emma Pierson, Divya Shanmugam, Rajiv Movva +12
Advances in large language models (LLMs) have driven an explosion of interest about their societal impacts. Much of the discourse around how they will impact social equity has been…
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…