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cs.CL2026
PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers on Overleaf
Jiarui Liu, Terry Jingchen Zhang, Ryan Faulkner +17
Expert writing feedback from experienced researchers is critical for early-career scholars to improve their manuscripts, yet high-quality feedback often remains scarce because revi…
cs.CL2026
Objective Matters: Fine-Tuning Objectives Shape Safety, Robustness, and Persona Drift
Daniel Vennemeyer, Punya Syon Pandey, Phan Anh Duong +2
Fine-tuning LLMs on benign data can still degrade alignment and adversarial robustness, yet direct analysis of the role of fine-tuning objectives in shaping these safety outcomes r…