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20112023
most citedComparing and Combining Sentiment Analysis Methods

376 citations · 1.2k across the 40 of their papers we have counts for

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7 papers · 1 filter

cs.CY2023★ 2 cited

A Comparative Study of Reference Reliability in Multiple Language Editions of Wikipedia

Aitolkyn Baigutanova, Diego Saez-Trumper, Miriam Redi +2

Information presented in Wikipedia articles must be attributable to reliable published sources in the form of references. This study examines over 5 million Wikipedia articles to a…

cs.SI2023

Quantitative Analysis of Cultural Dynamics Seen from an Event-based Social Network

Bayu Adhi Tama, Jaehong Kim, Jaehyuk Park +2

Culture is a collection of connected and potentially interactive patterns that characterize a social group or a passed-on idea that people acquire as members of society. While offl…

cs.CL2023

SQuARe: A Large-Scale Dataset of Sensitive Questions and Acceptable Responses Created Through Human-Machine Collaboration

Hwaran Lee, Seokhee Hong, Joonsuk Park +10

The potential social harms that large language models pose, such as generating offensive content and reinforcing biases, are steeply rising. Existing works focus on coping with thi…

cs.CY2023★ 29 cited

Blaming Humans and Machines: What Shapes People's Reactions to Algorithmic Harm

Gabriel Lima, Nina Grgić-Hlača, Meeyoung Cha

Artificial intelligence (AI) systems can cause harm to people. This research examines how individuals react to such harm through the lens of blame. Building upon research suggestin…

cs.LG2023★ 1 cited

DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision

Sungwon Han, Seungeon Lee, Fangzhao Wu +5

Algorithmic fairness has become an important machine learning problem, especially for mission-critical Web applications. This work presents a self-supervised model, called DualFair…

cs.DL2023★ 10 cited

Longitudinal Assessment of Reference Quality on Wikipedia

Aitolkyn Baigutanova, Jaehyeon Myung, Diego Saez-Trumper +4

Wikipedia plays a crucial role in the integrity of the Web. This work analyzes the reliability of this global encyclopedia through the lens of its references. We operationalize the…

cs.CL2023

Detecting Contextomized Quotes in News Headlines by Contrastive Learning

Seonyeong Song, Hyeonho Song, Kunwoo Park +2

Quotes are critical for establishing credibility in news articles. A direct quote enclosed in quotation marks has a strong visual appeal and is a sign of a reliable citation. Unfor…