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SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain

Neural Information Processing Systems

The integration of synthetically generated data in the second and third steps enhances the models' capabilities in interpreting and processing legal texts, effectively reaching state-of-the-art performance and outperforming









Autobidder's Dilemma: Why More Sophisticated Autobidders Lead to Worse Auction Efficiency

Neural Information Processing Systems

Unlike the classic utility maximizers who maximize their quasi-linear utility given by the difference between value and payment, value maximizers maximize the total value subject to a return-on-spend (RoS) constraint [Balseiro et al., 2021b].