Papers by Yi-Lin Tsai
Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance. (2024.emnlp-industry)
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| Challenge: | Structured generation is used to extract key output information from large language models (LLMs). |
| Approach: | They examine whether constraints on generation space impact LLMs’ abilities, including reasoning and domain knowledge comprehension. |
| Outcome: | The proposed model is based on a few-shot in-context learning and instruction-following capabilities. |