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Apr, 2021
潜在优化对抗神经转移用于讽刺检测
Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection
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Xu Guo, Boyang Li, Han Yu, Chunyan Miao
TL;DR
本文介绍了一种使用广义潜在优化策略的转移学习方法,用于解决源和目标域的特征分布相似性以及域特定性能之间的优化困难和减弱转移的问题,并在 iSarcasm 数据集上取得了 10.02% 的绝对性能提高。
Abstract
The existence of multiple datasets for
sarcasm detection
prompts us to apply
transfer learning
to exploit their commonality. The
adversarial neur
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