LLMs tend to assign high probability to target keywords in the first two generation steps; a plugin using those keywords with parallel constrained generation gives comparable short-text quality and large speedups on some LLMs.
YAKE! Collection-Independent Automatic Keyword Extractor
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Towards the Holographic Characteristic of LLMs for Efficient Short-text Generation
LLMs tend to assign high probability to target keywords in the first two generation steps; a plugin using those keywords with parallel constrained generation gives comparable short-text quality and large speedups on some LLMs.