103 citations · 240 across the 17 of their papers we have counts for
17 papers
Improving Long Text Understanding with Knowledge Distilled from Summarization Model
Yan Liu, Yazheng Yang, Xiaokang Chen
Long text understanding is important yet challenging for natural language processing. A long article or document usually contains many redundant words that are not pertinent to its…
Measuring, Interpreting, and Improving Fairness of Algorithms using Causal Inference and Randomized Experiments
James Enouen, Tianshu Sun, Yan Liu
Algorithm fairness has become a central problem for the broad adoption of artificial intelligence. Although the past decade has witnessed an explosion of excellent work studying al…
Uncovering and Categorizing Social Biases in Text-to-SQL
Yan Liu, Yan Gao, Zhe Su +3
Content Warning: This work contains examples that potentially implicate stereotypes, associations, and other harms that could be offensive to individuals in certain social groups.}…
Integer k-matching preclusion of graphs
Caibing Chang, Yan Liu
As a generalization of matching preclusion number of a graph, we provide the (strong) integer -matching preclusion number, abbreviated as number ( number), whi…
Robustness of Complex Networks Considering Load and Cascading Failure under Edge-removal Attack
Peng Geng, Huizhen Hao, Annan Yang +1
In the understanding of important edges in complex networks, the edges with larger degree are naturally considered more important, and they will cause greater destructiveness when…
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders
Defu Cao, James Enouen, Yujing Wang +4
Causal analysis for time series data, in particular estimating individualized treatment effect (ITE), is a key task in many real-world applications, such as finance, retail, health…