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arXiv preprint arXiv:2502.16377 , year=

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

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cs.CL 2

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2026 2

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Task Decomposition for Efficient Annotation

cs.CL · 2026-06-23 · unverdicted · novelty 4.0

Decomposing annotation tasks using centers from centering theory reduces aggregate inferential load via a degrees-of-freedom model and enables better sub-task allocation.

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  • Task Decomposition for Efficient Annotation cs.CL · 2026-06-23 · unverdicted · none · ref 211

    Decomposing annotation tasks using centers from centering theory reduces aggregate inferential load via a degrees-of-freedom model and enables better sub-task allocation.

  • Refining and Reusing Annotation Guidelines for LLM Annotation cs.CL · 2026-05-20 · conditional · none · ref 13

    An iterative moderation framework refines and reuses annotation guidelines to improve LLM annotation accuracy on biomedical NER tasks across GPT, Gemini, and DeepSeek models.