BriefGPT.xyz
Dec, 2020
面向标签无关情感嵌入
Towards a Unified Framework for Emotion Analysis
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Sven Buechel, Luise Modersohn, Udo Hahn
TL;DR
本文提出了一种训练方案,可以学习独立于不同标签格式、自然语言甚至不同模型架构的情感的共享潜在表示,通过实验表明,该方法能够实现所需的互操作性,而不降低预测准确率。
Abstract
We present EmoCoder, a modular encoder-decoder architecture that generalizes
emotion analysis
over different tasks (sentence-level, word-level, label-to-label mapping), domains (
natural languages
and their regist
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