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Apple Machine Learning Research
On the Effectiveness-Fluency Trade-Off in LLM Conditioning: A Systematic Study
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On the Effectiveness-Fluency Trade-Off in LLM Conditioning: A Systematic Study
A systematic study investigates trade-offs between how effectively LLM conditioning injects or removes a target concept and the fluency of generated text. It examines a range of conditioning approaches to assess both concept control and generation quality.