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task-specific training

2 papers

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Co-occurring keywords · papers mentioning both

few-shot in-context learning (1) specialist model (1) attention-based method (1) generalist model (1) large language model (1) task-specific fine-tuning (1) efficient data selection (1) training-free method (1) llm fine-tuning (1) data selection (1)

Papers

Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning ACL 2025 Specialist or Generalist? Instruction Tuning for Specific NLP Tasks EMNLP 2023