Predictive Representation Learning for Language Modeling. - Qingfeng Lan; Luke Kumar; Martha White; Alona Fyshe (CoRR, 2021)

Using Scaling Laws for Data Source Utility Estimation in Domain-Specific Pre-Training. - Oleksiy Ostapenko; Charles Guille-Escuret; Luke Kumar; Max Tian; Denis Kocetkov; Gopeshh Subbaraj; Raymond Li; Joel Lamy-Poirier; Sébastien Paquet; Torsten Scholak (CoRR, 2025)