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few-shot in-context learning

3 papers

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Co-occurring keywords · papers mentioning both

in-context learning (3) few-shot learning (2) task-specific training (1) text span matching (1) discriminative approach (1) attention-based method (1) symbolic agent (1) grounded language understanding (1) discriminative ability (1) large language model (1)

Papers

Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning ACL 2025 Massively Multilingual Instruction-Following Information Extraction ACL 2025 Don’t Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments ACL 2023