Papers with multi-faceted framework
WebNovelBench: Placing LLM Novelists on the Web Novel Distribution (2026.findings-eacl)
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| Challenge: | Existing benchmarks for long-form novel generation lack scale, diversity, or objective measures. |
| Approach: | They propose a framework that assesses long-form novel generation using an LLM-as-Judge approach. |
| Outcome: | The proposed framework differentiates between human-written masterpieces, popular web novels, and LLM-generated content. |