AlerTiger: Deep Learning for AI Model Health Monitoring at LinkedIn

1 code implementation • 3 Jun 2023 • Zhentao Xu, Ruoying Wang, Girish Balaji, Manas Bundele, Xiaofei Liu, Leo Liu, Tie Wang

Data-driven companies use AI models extensively to develop products and intelligent business solutions, making the health of these models crucial for business success.

Anomaly Detection

Are Interpretations Fairly Evaluated? A Definition Driven Pipeline for Post-Hoc Interpretability

no code implementations • 16 Sep 2020 • Ninghao Liu, Yunsong Meng, Xia Hu, Tie Wang, Bo Long

Recent years have witnessed an increasing number of interpretation methods being developed for improving transparency of NLP models.