3 citations · 6 across the 6 of their papers we have counts for
6 papers
SafeText: A Benchmark for Exploring Physical Safety in Language Models
Sharon Levy, Emily Allaway, Melanie Subbiah +4
Understanding what constitutes safe text is an important issue in natural language processing and can often prevent the deployment of models deemed harmful and unsafe. One such typ…
How Much is Performance Worth to Users? A Quantitative Approach
Adam Hastings, Lydia B. Chilton, Simha Sethumadhavan
Architects and systems designers artfully balance multiple competing design constraints during the design process but are unable to translate between system metrics and end user ex…
Lightweight Decoding Strategies for Increasing Specificity
Katy Ilonka Gero, Chris Kedzie, Savvas Petridis +1
Language models are known to produce vague and generic outputs. We propose two unsupervised decoding strategies based on either word-frequency or point-wise mutual information to i…
Sparks: Inspiration for Science Writing using Language Models
Katy Ilonka Gero, Vivian Liu, Lydia B. Chilton
Large-scale language models are rapidly improving, performing well on a wide variety of tasks with little to no customization. In this work we investigate how language models can s…
Hierarchical Summarization for Longform Spoken Dialog
Daniel Li, Thomas Chen, Albert Tung +1
Every day we are surrounded by spoken dialog. This medium delivers rich diverse streams of information auditorily; however, systematically understanding dialog can often be non-tri…
Low-Level Linguistic Controls for Style Transfer and Content Preservation
Katy Gero, Chris Kedzie, Jonathan Reeve +1
Despite the success of style transfer in image processing, it has seen limited progress in natural language generation. Part of the problem is that content is not as easily decoupl…