2 papers
cs.CL2026
When Reasoning Supervision Hurts: TTCW-Based Long-Form Literary Review Generation
Jinlong Liu, Mohammed Bahja, Mark Lee
Automatic evaluation of long-form literary writing remains challenging, as generic LLM-as-Judge approaches may not fully capture creativity-related dimensions such as originality a…
cs.CL2026
Capturing Classic Authorial Style in Long-Form Story Generation with GRPO Fine-Tuning
Jinlong Liu, Mohammed Bahja, Venelin Kovatchev +1
Evaluating and optimising authorial style in long-form story generation remains challenging because style is often assessed with ad hoc prompting and is frequently conflated with o…