Kristina Lerman

Kristina Lerman

University of Southern California

H-index: 68

North America-United States

About Kristina Lerman

Kristina Lerman, With an exceptional h-index of 68 and a recent h-index of 41 (since 2020), a distinguished researcher at University of Southern California, specializes in the field of Social Networks, Data Science, Crowdsourcing, Social Computing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Evaluating resilience of urban lifelines against flooding in China using social media data

The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition

Dynamics of Affective Polarization: From Consensus to Partisan Divides

Don't Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations

How Susceptible are Large Language Models to Ideological Manipulation?

Whose Emotions and Moral Sentiments Do Language Models Reflect?

GET-Tok: A GenAI-Enriched Multimodal TikTok Dataset Documenting the 2022 Attempted Coup in Peru

Reading between the tweets: Deciphering ideological stances of interconnected mixed-ideology communities

Kristina Lerman Information

University

Position

USC Information Sciences Institute

Citations(all)

20650

Citations(since 2020)

11217

Cited By

12741

hIndex(all)

68

hIndex(since 2020)

41

i10Index(all)

193

i10Index(since 2020)

122

Email

University Profile Page

Google Scholar

Kristina Lerman Skills & Research Interests

Social Networks

Data Science

Crowdsourcing

Social Computing

Machine Learning

Top articles of Kristina Lerman

Evaluating resilience of urban lifelines against flooding in China using social media data

International Journal of Disaster Risk Reduction

2024/4/4

The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition

arXiv preprint arXiv:2403.17125

2024/3/25

Dynamics of Affective Polarization: From Consensus to Partisan Divides

arXiv preprint arXiv:2403.16940

2024/3/25

Buddhika Nettasinghe
Buddhika Nettasinghe

H-Index: 6

Kristina Lerman
Kristina Lerman

H-Index: 37

Don't Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations

arXiv preprint arXiv:2403.04085

2024/3/6

How Susceptible are Large Language Models to Ideological Manipulation?

arXiv preprint arXiv:2402.11725

2024/2/18

Whose Emotions and Moral Sentiments Do Language Models Reflect?

arXiv preprint arXiv:2402.11114

2024/2/16

Zihao He
Zihao He

H-Index: 2

Ashwin Rao
Ashwin Rao

H-Index: 2

Kristina Lerman
Kristina Lerman

H-Index: 37

GET-Tok: A GenAI-Enriched Multimodal TikTok Dataset Documenting the 2022 Attempted Coup in Peru

arXiv preprint arXiv:2402.05882

2024/2/8

Kristina Lerman
Kristina Lerman

H-Index: 37

Emilio Ferrara
Emilio Ferrara

H-Index: 46

Reading between the tweets: Deciphering ideological stances of interconnected mixed-ideology communities

arXiv preprint arXiv:2402.01091

2024/2/2

Non-conservative diffusion and its application to social network analysis

Journal of Complex Networks

2024/2/1

Rumi Ghosh
Rumi Ghosh

H-Index: 15

Kristina Lerman
Kristina Lerman

H-Index: 37

Characterizing Online Eating Disorder Communities with Large Language Models

arXiv preprint arXiv:2401.09647

2024/1/17

Zihao He
Zihao He

H-Index: 2

Kristina Lerman
Kristina Lerman

H-Index: 37

IsamasRed: A Public Dataset Tracking Reddit Discussions on Israel-Hamas Conflict

arXiv preprint arXiv:2401.08202

2024/1/16

Affective Polarization and Dynamics of Information Spread in Online Networks

2024/1/16

Kristina Lerman
Kristina Lerman

H-Index: 37

Zihao He
Zihao He

H-Index: 2

Ashwin Rao
Ashwin Rao

H-Index: 2

The Pulse of Mood Online: Unveiling Emotional Reactions in a Dynamic Social Media Landscape

arXiv preprint arXiv:2401.06275

2024/1/11

Hidden in Plain Sight: Exploring the Intersections of Mental Health, Eating Disorders, and Content Moderation on TikTok

arXiv preprint arXiv:2404.15457

2024/4/23

Pandemic Culture Wars: Partisan Differences in the Moral Language of COVID-19 Discussions

2023/12/15

Tracking a Year of Polarized Twitter Discourse on Abortion

arXiv preprint arXiv:2311.16831

2023/11/28

Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks

arXiv preprint arXiv:2311.09743

2023/11/16

Inducing political bias allows language models anticipate partisan reactions to controversies

arXiv preprint arXiv:2311.09687

2023/11/16

Zihao He
Zihao He

H-Index: 2

Ashwin Rao
Ashwin Rao

H-Index: 2

Kristina Lerman
Kristina Lerman

H-Index: 37

Measuring Online Emotional Reactions to Events

2023/11/6

Evaluating Content Exposure Bias in Social Networks

2023/11/6

Nathan Bartley
Nathan Bartley

H-Index: 5

Kristina Lerman
Kristina Lerman

H-Index: 37

See List of Professors in Kristina Lerman University(University of Southern California)

Co-Authors

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