Papers with Constrained Generation

1 papers
ThoughtSculpt: Reasoning with Intermediate Revision and Search (2025.findings-naacl)

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Challenge: THOUGHTSCULPT is a general reasoning and search method for tasks with outputs that can be decomposed into components.
Approach: They propose a general reasoning and search method for tasks with outputs that can be decomposed into components.
Outcome: THOUGHTSCULPT outperforms state-of-the-art reasoning methods on three tasks . authors show that distinct prompting strategies can influence the performance of LLMs .

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