2 papers
cs.CL2024
Domain adapted machine translation: What does catastrophic forgetting forget and why?
Danielle Saunders, Steve DeNeefe
Neural Machine Translation (NMT) models can be specialized by domain adaptation, often involving fine-tuning on a dataset of interest. This process risks catastrophic forgetting: r…
cs.CL2023
AbLit: A Resource for Analyzing and Generating Abridged Versions of English Literature
Melissa Roemmele, Kyle Shaffer, Katrina Olsen +2
Creating an abridged version of a text involves shortening it while maintaining its linguistic qualities. In this paper, we examine this task from an NLP perspective for the first…