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selective annotation

7 papers

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Co-occurring keywords · papers mentioning both

in-context learning (4) active learning (4) few-shot learning (3) large language model (2) semi-supervised learning (2) demonstration annotation (1) annotation cost reduction (1) graph coverage (1) turn-level annotation (1) data triage (1)

Papers

Info-Coevolution: An Efficient Framework for Data Model Coevolution ICML 2025 CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage EMNLP 2024 Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process EMNLP 2024 IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models ICLR 2024 Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model EMNLP 2024 Selective Annotation Makes Language Models Better Few-Shot Learners ICLR 2023 Turn-Level Active Learning for Dialogue State Tracking EMNLP 2023