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Oct, 2022
LIME: 无种子弱监督文本分类
LIME: Weakly-Supervised Text Classification Without Seeds
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Seongmin Park, Jihwa Lee
TL;DR
LIME 是一种基于蕴涵关系的伪分类方式，可取代传统脆弱的种子词生成过程，结合弱监督文本分类和文本蕴涵建模来优化分类流程，通过实验取得了史上最优结果。
Abstract
In
weakly-supervised text classification
, only label names act as sources of supervision. Predominant approaches to
weakly-supervised text classification
utilize a two-phase framework, where
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