68 citations · 124 across the 17 of their papers we have counts for
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cs.CL2022★ 19 cited
Improving Pre-trained Language Model Fine-tuning with Noise Stability Regularization
Hang Hua, Xingjian Li, Dejing Dou +2
The advent of large-scale pre-trained language models has contributed greatly to the recent progress in natural language processing. Many state-of-the-art language models are first…
cs.CL2021
Noise Stability Regularization for Improving BERT Fine-tuning
Hang Hua, Xingjian Li, Dejing Dou +2
Fine-tuning pre-trained language models such as BERT has become a common practice dominating leaderboards across various NLP tasks. Despite its recent success and wide adoption, th…
cs.CL2019★ 68 cited
Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation
Ke Wang, Hang Hua, Xiaojun Wan
Unsupervised text attribute transfer automatically transforms a text to alter a specific attribute (e.g. sentiment) without using any parallel data, while simultaneously preserving…