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What is Precise Length Control For Large Language Models about?

This paper presents a method for precise length control in Large Language Models (LLMs) by incorporating a length-difference positional encoding (LDPE) into the input embeddings. The proposed approach allows LLMs to generate responses of specified lengths while maintaining response quality, addressing the challenge of unpredictable response lengths in applications like summarization and question answering. Experimental results demonstrate the effectiveness of this method, including an extension called Max N

Author

rokonam536

Language

EN