Search Results for author: Carolina Zheng

Found 3 papers, 3 papers with code

Revisiting Topic-Guided Language Models

1 code implementation4 Dec 2023 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.

Language Modelling Topic Models

An Invariant Learning Characterization of Controlled Text Generation

1 code implementation31 May 2023 Carolina Zheng, Claudia Shi, Keyon Vafa, Amir Feder, David M. Blei

In this paper, we show that the performance of controlled generation may be poor if the distributions of text in response to user prompts differ from the distribution the predictor was trained on.

Attribute Language Modelling +2

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