2 papers
cs.AI2025
Surfer 2: The Next Generation of Cross-Platform Computer Use Agents
Mathieu Andreux, Märt Bakler, Yanael Barbier +50
Building agents that generalize across web, desktop, and mobile environments remains an open challenge, as prior systems rely on environment-specific interfaces that limit cross-pl…
cs.CL2020
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages
Edoardo M. Ponti, Ivan Vulić, Ryan Cotterell +3
Most combinations of NLP tasks and language varieties lack in-domain examples for supervised training because of the paucity of annotated data. How can neural models make sample-ef…