Severyn, Aliaksei

7 publications

ICLR 2025 BOND: Aligning LLMs with Best-of-N Distillation Pier Giuseppe Sessa, Robert Dadashi-Tazehozi, Leonard Hussenot, Johan Ferret, Nino Vieillard, Alexandre Rame, Bobak Shahriari, Sarah Perrin, Abram L. Friesen, Geoffrey Cideron, Sertan Girgin, Piotr Stanczyk, Andrea Michi, Danila Sinopalnikov, Sabela Ramos Garea, Amélie Héliou, Aliaksei Severyn, Matthew Hoffman, Nikola Momchev, Olivier Bachem

ICLRW 2024 West-of-N: Synthetic Preference Generation for Improved Reward Modeling Alizée Pace, Jonathan Mallinson, Eric Malmi, Sebastian Krause, Aliaksei Severyn

NeurIPS 2021 Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar, Eric Malmi, Aliaksei Severyn, Yulia Tsvetkov

ICML 2019 Breaking the SoftMax Bottleneck via Learnable Monotonic Pointwise Non-Linearities Octavian Ganea, Sylvain Gelly, Gary Becigneul, Aliaksei Severyn

IJCAI 2013 Fast Linearization of Tree Kernels over Large-Scale Data Aliaksei Severyn, Alessandro Moschitti

ECML-PKDD 2011 Fast Support Vector Machines for Structural Kernels Aliaksei Severyn, Alessandro Moschitti

ECML-PKDD 2010 Large-Scale Support Vector Learning with Structural Kernels Aliaksei Severyn, Alessandro Moschitti