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tuning-free approach

3 papers

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Co-occurring keywords · papers mentioning both

preference adaptation (1) llm inference (1) tuning-free classification (1) domain-specific ability (1) prompt-based classification (1) verbalizer embedding (1) large language model (1) language model artifact (1) input-guided task (1) autoregressive inference (1)

Papers

PLD+: Accelerating LLM Inference by Leveraging Language Model Artifacts NAACL 2025 Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification AAAI 2024 PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs ACL 2024