2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.CL2023
S2vNTM: Semi-supervised vMF Neural Topic Modeling
Weijie Xu, Jay Desai, Srinivasan Sengamedu +2
Language model based methods are powerful techniques for text classification. However, the models have several shortcomings. (1) It is difficult to integrate human knowledge such a…
cs.CL2023★ 2 cited
KDSTM: Neural Semi-supervised Topic Modeling with Knowledge Distillation
Weijie Xu, Xiaoyu Jiang, Jay Desai +3
In text classification tasks, fine tuning pretrained language models like BERT and GPT-3 yields competitive accuracy; however, both methods require pretraining on large text datase…
cs.SD2022★ 1 cited
Attention-based Region of Interest (ROI) Detection for Speech Emotion Recognition
Jay Desai, Houwei Cao, Ravi Shah
Automatic emotion recognition for real-life appli-cations is a challenging task. Human emotion expressions aresubtle, and can be conveyed by a combination of several emo-tions. In…