76 citations · 278 across the 18 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.AI2021★ 8 cited
From Kepler to Newton: Explainable AI for Science
Zelong Li, Jianchao Ji, Yongfeng Zhang
The Observation--Hypothesis--Prediction--Experimentation loop paradigm for scientific research has been practiced by researchers for years towards scientific discoveries. However,…
cs.CL2021★ 6 cited
Counterfactual Evaluation for Explainable AI
Yingqiang Ge, Shuchang Liu, Zelong Li +6
While recent years have witnessed the emergence of various explainable methods in machine learning, to what degree the explanations really represent the reasoning process behind th…
cs.AI2021★ 32 cited
Efficient Non-Sampling Knowledge Graph Embedding
Zelong Li, Jianchao Ji, Zuohui Fu +4
Knowledge Graph (KG) is a flexible structure that is able to describe the complex relationship between data entities. Currently, most KG embedding models are trained based on negat…