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20112023
most citedExplaining Machine Learning Classifiers through Diverse Counterfactual Explanations

1.2k citations · 2.5k across the 39 of their papers we have counts for

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Showing 2018Show all

6 papers · 1 filter

cs.AI2018★ 336 cited

On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection

Vivian Lai, Chenhao Tan

Humans are the final decision makers in critical tasks that involve ethical and legal concerns, ranging from recidivism prediction, to medical diagnosis, to fighting against fake n…

cs.SI2018★ 14 cited

"This is why we play": Characterizing Online Fan Communities of the NBA Teams

Jason Shuo Zhang, Chenhao Tan, Qin Lv

Professional sports constitute an important part of people's modern life. People spend substantial amounts of time and money supporting their favorite players and teams, and someti…

cs.CL2018

LSTMs Exploit Linguistic Attributes of Data

Nelson F. Liu, Omer Levy, Roy Schwartz +2

While recurrent neural networks have found success in a variety of natural language processing applications, they are general models of sequential data. We investigate how the prop…

cs.SI2018★ 10 cited

Tracing Community Genealogy: How New Communities Emerge from the Old

Chenhao Tan

The process by which new communities emerge is a central research issue in the social sciences. While a growing body of research analyzes the formation of a single community by exa…

cs.SI2018★ 2 cited

To Stay or to Leave: Churn Prediction for Urban Migrants in the Initial Period

Yang Yang, Zongtao Liu, Chenhao Tan +3

In China, 260 million people migrate to cities to realize their urban dreams. Despite that these migrants play an important role in the rapid urbanization process, many of them fai…

cs.SI2018★ 17 cited

"You are no Jack Kennedy": On Media Selection of Highlights from Presidential Debates

Chenhao Tan, Hao Peng, Noah A. Smith

Political speeches and debates play an important role in shaping the images of politicians, and the public often relies on media outlets to select bits of political communication f…