Stefan Palombo — accepted AI-conference papers

2025

SwiLTra-Bench: The Swiss Legal Translation Benchmark

Joel Niklaus, Jakob Merane, Luka Nenadic, Sina Ahmadi, Yingqiang Gao, Cyrill A. H. Chevalley +13

ACL 2025long

In Switzerland legal translation is uniquely important due to the country’s four official languages and requirements for multilingual legal documentation. However, this process traditionally relies on professionals who must be both legal experts and skilled translators—creating bottlenecks and impac…

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2018

FLAG n’ FLARE: Fast Linearly-Coupled Adaptive Gradient Methods

Xiang Cheng, Fred Roosta, Stefan Palombo, Peter Bartlett, Michael Mahoney

AISTATS 2018poster

We consider first order gradient methods for effectively optimizing a composite objective in the form of a sum of smooth and, potentially, non-smooth functions. We present accelerated and adaptive gradient methods, called FLAG and FLARE, which can offer the best of both worlds. They can achieve the…

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