Papers by Vaishak Belle

1 papers
HyGenar: An LLM-Driven Hybrid Genetic Algorithm for Few-Shot Grammar Generation (2025.findings-acl)

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Challenge: Existing grammar generation models perform sub-optimally, resulting in inconsistent syntactic and semantic accuracy.
Approach: They propose an LLM-driven hybrid genetic algorithm to optimize grammar generation by inferring grammars from a set of examples and generated in Backus-Naur Form.
Outcome: The proposed algorithm improves syntactic and semantic accuracy of generated grammars across LLMs.

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