On Stable Long-Form Generation: Benchmarking and Mitigating Length Volatility
arXiv:2605.01357v1 Announce Type: new
Abstract: Large Language Models (LLMs) excel at long-context understanding but exhibit significant limitations in long-form generation. Existing studies primarily focus on single-generation quality, generally over…