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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 2017Show all

5 papers · 1 filter

cs.SI2017★ 2 cited

Online Red Packets: A Large-scale Empirical Study of Gift Giving on WeChat

Yuan Yuan, Tracy Xiao Liu, Chenhao Tan +1

Gift giving is a ubiquitous social phenomenon, and red packets have been used as monetary gifts in Asian countries for thousands of years. In recent years, online red packets have…

cs.CL2017★ 11 cited

Dynamic Entity Representations in Neural Language Models

Yangfeng Ji, Chenhao Tan, Sebastian Martschat +2

Understanding a long document requires tracking how entities are introduced and evolve over time. We present a new type of language model, EntityNLM, that can explicitly model enti…

cs.CY2017★ 5 cited

Urban Dreams of Migrants: A Case Study of Migrant Integration in Shanghai

Yang Yang, Chenhao Tan, Zongtao Liu +2

Unprecedented human mobility has driven the rapid urbanization around the world. In China, the fraction of population dwelling in cities increased from 17.9% to 52.6% between 1978…

stat.ML2017★ 47 cited

Neural Models for Documents with Metadata

Dallas Card, Chenhao Tan, Noah A. Smith

Most real-world document collections involve various types of metadata, such as author, source, and date, and yet the most commonly-used approaches to modeling text corpora ignore…

cs.SI2017★ 2 cited

Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts

Chenhao Tan, Dallas Card, Noah A. Smith

Understanding how ideas relate to each other is a fundamental question in many domains, ranging from intellectual history to public communication. Because ideas are naturally embed…