8 citations · 15 across the 6 of their papers we have counts for
3 papers · 1 filter
ChatGPT as Data Augmentation for Compositional Generalization: A Case Study in Open Intent Detection
Yihao Fang, Xianzhi Li, Stephen W. Thomas +1
Open intent detection, a crucial aspect of natural language understanding, involves the identification of previously unseen intents in user-generated text. Despite the progress mad…
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…
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…