Papers by Dmitrii Khizbullin
Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models (2025.emnlp-main)
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| Challenge: | Current writing agents rely on predefined workflows and rigid thinking patterns to generate outlines before writing . authors propose a framework for long-form writing agents built on heterogeneous recursive planning . |
| Approach: | They propose a general agent framework that achieves human-like adaptive writing . they propose recursive task decomposition and dynamic integration of task types . |
| Outcome: | The proposed framework outperforms state-of-the-art approaches on both fiction and technical report generation. |