8 citations · 8 across the 2 of their papers we have counts for
3 papers
cs.CL2022
Exploring Robustness of Prefix Tuning in Noisy Data: A Case Study in Financial Sentiment Analysis
Sudhandar Balakrishnan, Yihao Fang, Xioadan Zhu
The invention of transformer-based models such as BERT, GPT, and RoBERTa has enabled researchers and financial companies to finetune these powerful models and use them in different…
cs.LG2020★ 8 cited
CacheNet: A Model Caching Framework for Deep Learning Inference on the Edge
Yihao Fang, Shervin Manzuri Shalmani, Rong Zheng
The success of deep neural networks (DNN) in machine perception applications such as image classification and speech recognition comes at the cost of high computation and storage c…
cs.CL2018
Logographic Subword Model for Neural Machine Translation
Yihao Fang, Rong Zheng, Xiaodan Zhu
A novel logographic subword model is proposed to reinterpret logograms as abstract subwords for neural machine translation. Our approach drastically reduces the size of an artifici…