Showing cs.CLShow all
3 papers · 1 filter
cs.CL2026
Integrating Machine-Generated Short Descriptions into the Wikipedia Android App: A Pilot Deployment of Descartes
Marija Å akota, Dmitry Brant, Cooltey Feng +7
Short descriptions are a key part of the Wikipedia user experience, but their coverage remains uneven across languages and topics. In previous work, we introduced Descartes, a mult…
cs.CL2025
Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction
Marija Å akota, Robert West
Many recent approaches to structured NLP tasks use an autoregressive language model to map unstructured input text to output text representing structured objects (such…
cs.CL2024
Edisum: Summarizing and Explaining Wikipedia Edits at Scale
Marija Å akota, Isaac Johnson, Guosheng Feng +1
An edit summary is a succinct comment written by a Wikipedia editor explaining the nature of, and reasons for, an edit to a Wikipedia page. Edit summaries are crucial for maintaini…