8 citations · 8 across the 4 of their papers we have counts for
4 papers
Predicting Punctuation in Ancient Chinese Texts: A Multi-Layered LSTM and Attention-Based Approach
Tracy Cai, Kimmy Chang, Fahad Nabi
It was only until the 20th century when the Chinese language began using punctuation. In fact, many ancient Chinese texts contain thousands of lines with no distinct punctuation ma…
Optimizing the Songwriting Process: Genre-Based Lyric Generation Using Deep Learning Models
Tracy Cai, Wilson Liang, Donte Townes
The traditional songwriting process is rather complex and this is evident in the time it takes to produce lyrics that fit the genre and form comprehensive verses. Our project aims…
Trajectory Prediction using Generative Adversarial Network in Multi-Class Scenarios
Shilun Li, Tracy Cai, Jiayi Li
Predicting traffic agents' trajectories is an important task for auto-piloting. Most previous work on trajectory prediction only considers a single class of road agents. We use a s…
Did the Model Change? Efficiently Assessing Machine Learning API Shifts
Lingjiao Chen, Tracy Cai, Matei Zaharia +1
Machine learning (ML) prediction APIs are increasingly widely used. An ML API can change over time due to model updates or retraining. This presents a key challenge in the usage of…