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instruction selection

3 papers

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Co-occurring keywords · papers mentioning both

large language model (2) instruction tuning (2) task-driven optimization (1) adaptive selection (1) instruction data (1) in-context example (1) data quality (1) noise injection (1) diversity sampling (1) pre-trained model (1)

Papers

Priority on High-Quality: Selecting Instruction Data via Consistency Verification of Noise Injection EMNLP 2025 RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025 InstructEval: Systematic Evaluation of Instruction Selection Methods NAACL 2024