3 citations · 3 across the 1 of their papers we have counts for
3 papers
cs.LG2024★ 3 cited
Learning on Multimodal Graphs: A Survey
Ciyuan Peng, Jiayuan He, Feng Xia
Multimodal data pervades various domains, including healthcare, social media, and transportation, where multimodal graphs play a pivotal role. Machine learning on multimodal graphs…
cs.CL2023
Principles from Clinical Research for NLP Model Generalization
Aparna Elangovan, Jiayuan He, Yuan Li +1
The NLP community typically relies on performance of a model on a held-out test set to assess generalization. Performance drops observed in datasets outside of official test sets a…
cs.AI2023
Effects of Human Adversarial and Affable Samples on BERT Generalization
Aparna Elangovan, Jiayuan He, Yuan Li +1
BERT-based models have had strong performance on leaderboards, yet have been demonstrably worse in real-world settings requiring generalization. Limited quantities of training data…