Budget-Aware Anytime Reasoning with LLM-Synthesized Preference Data. - Xuanming Zhang; Shwan Ashrafi; Aziza Mirsaidova; Amir Rezaeian; Miguel Ballesteros; Lydia B. Chilton; Zhou Yu 005; Dan Roth 001 (CoRR, 2026)

GSM-SEM: Benchmark and Framework for Generating Semantically Variant Augmentations. - Jyotika Singh; Fang Tu; Aziza Mirsaidova; Amit Agarwal; Hitesh Laxmichand Patel; Sandip Ghoshal; Miguel Ballesteros; Karan Dua; Yassine Benajiba; Weiyi Sun; Tao Sheng; Graham Horwood; et al. (CoRR, 2026)