LeMAJ (Legal LLM-as-a-Judge): Bridging Legal Reasoning and LLM Evaluation. - Joseph Enguehard; Morgane Van Ermengem; Kate Atkinson; Sujeong Cha; Arijit Ghosh Chowdhury; Prashanth Kallur Ramaswamy; Jeremy Roghair; Hannah R. Marlowe; Carina Suzana Negreanu; Kitty Boxall; Diana Mincu (CoRR, 2025)

Learning from Generalization Patterns: An Evaluation-Driven Approach to Enhanced Data Augmentation for Fine-Tuning Small Language Models. - Huan Song; Deeksha Razdan; Yiyue Qian; Arijit Ghosh Chowdhury; Parth Patwa; Aman Chadha; Shinan Zhang; Sharlina Keshava; Hannah R. Marlowe (CoRR, 2025)

Breaking the Safety-Capability Tradeoff: Reinforcement Learning with Verifiable Rewards Maintains Safety Guardrails in LLMs. - Dongkyu Derek Cho; Huan Song; Arijit Ghosh Chowdhury; Haotian An; Yawei Wang; Rohit Thekkanal; Negin Sokhandan; Sharlina Keshava; Hannah R. Marlowe (CoRR, 2025)

AME-TS: Anchored Mixture-of-Experts for Time Series Forecasting. - Rui Wang; Renhao Xue; Ray Razi; Huan Song; Hannah R. Marlowe (CoRR, 2026)