Search Results for author: Luca Malagutti

Found 3 papers, 2 papers with code

On the Efficacy of Sampling Adapters

1 code implementation7 Jul 2023 Clara Meister, Tiago Pimentel, Luca Malagutti, Ethan G. Wilcox, Ryan Cotterell

While this trade-off is not reflected in standard metrics of distribution quality (such as perplexity), we find that several precision-emphasizing measures indeed indicate that sampling adapters can lead to probability distributions more aligned with the true distribution.

Text Generation

The Role of $n$-gram Smoothing in the Age of Neural Networks

no code implementations25 Mar 2024 Luca Malagutti, Andrius Buinovskij, Anej Svete, Clara Meister, Afra Amini, Ryan Cotterell

For nearly three decades, language models derived from the $n$-gram assumption held the state of the art on the task.

Language Modelling Machine Translation

Cannot find the paper you are looking for? You can Submit a new open access paper.