7 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 7 cited
AlerTiger: Deep Learning for AI Model Health Monitoring at LinkedIn
Zhentao Xu, Ruoying Wang, Girish Balaji +4
Data-driven companies use AI models extensively to develop products and intelligent business solutions, making the health of these models crucial for business success. Model monito…
cs.CL2020★ 4 cited
Are Interpretations Fairly Evaluated? A Definition Driven Pipeline for Post-Hoc Interpretability
Ninghao Liu, Yunsong Meng, Xia Hu +2
Recent years have witnessed an increasing number of interpretation methods being developed for improving transparency of NLP models. Meanwhile, researchers also try to answer the q…