Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance
Published in EMNLP Industry Track, 2024
Structured generation, the process of producing content in standardized formats like JSON and XML, is widely utilized in real-world applications to extract key output information from large language models (LLMs).
Recommended citation: Tam, Z.R., Wu, C.K., Tsai, Y.L., Lin, C.Y., Lee, H., & Chen, Y.N. (2024). “Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance.” EMNLP Industry Track, 1218-1236.
Recommended citation: Tam, Z.R., Wu, C.K., Tsai, Y.L., Lin, C.Y., Lee, H., & Chen, Y.N. (2024). "Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance." EMNLP Industry Track, 1218-1236.
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