Diyi Yang

Diyi Yang

Georgia Institute of Technology

H-index: 46

North America-United States

About Diyi Yang

Diyi Yang, With an exceptional h-index of 46 and a recent h-index of 43 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Computational Social Science, Natural Language Processing, Machine Learning.

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

Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors

Best Practices and Lessons Learned on Synthetic Data for Language Models

Unintended Impacts of LLM Alignment on Global Representation

Social Skill Training with Large Language Models

A safe harbor for ai evaluation and red teaming

How johnny can persuade llms to jailbreak them: Rethinking persuasion to challenge ai safety by humanizing llms

Mapping the increasing use of llms in scientific papers

Can large language models transform computational social science?

Diyi Yang Information

University

Position

___

Citations(all)

13786

Citations(since 2020)

11375

Cited By

5844

hIndex(all)

46

hIndex(since 2020)

43

i10Index(all)

110

i10Index(since 2020)

103

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Diyi Yang Skills & Research Interests

Computational Social Science

Natural Language Processing

Machine Learning

Top articles of Diyi Yang

Title

Journal

Author(s)

Publication Date

Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors

arXiv preprint arXiv:2403.15482

Alicja Chaszczewicz

Raj Sanjay Shah

Ryan Louie

Bruce A Arnow

Robert Kraut

...

2024/3/21

Best Practices and Lessons Learned on Synthetic Data for Language Models

arXiv preprint arXiv:2404.07503

Ruibo Liu

Jerry Wei

Fangyu Liu

Chenglei Si

Yanzhe Zhang

...

2024/4/11

Unintended Impacts of LLM Alignment on Global Representation

arXiv preprint arXiv:2402.15018

Michael J Ryan

William Held

Diyi Yang

2024/2/22

Social Skill Training with Large Language Models

arXiv preprint arXiv:2404.04204

Diyi Yang

Caleb Ziems

William Held

Omar Shaikh

Michael S Bernstein

...

2024/4/5

A safe harbor for ai evaluation and red teaming

arXiv preprint arXiv:2403.04893

Shayne Longpre

Sayash Kapoor

Kevin Klyman

Ashwin Ramaswami

Rishi Bommasani

...

2024/3/7

How johnny can persuade llms to jailbreak them: Rethinking persuasion to challenge ai safety by humanizing llms

arXiv preprint arXiv:2401.06373

Yi Zeng

Hongpeng Lin

Jingwen Zhang

Diyi Yang

Ruoxi Jia

...

2024/1/12

Mapping the increasing use of llms in scientific papers

arXiv preprint arXiv:2404.01268

Weixin Liang

Yaohui Zhang

Zhengxuan Wu

Haley Lepp

Wenlong Ji

...

2024/4/1

Can large language models transform computational social science?

Computational Linguistics

Caleb Ziems

William Held

Omar Shaikh

Jiaao Chen

Zhehao Zhang

...

2024/3/7

Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Real and Synthetic Data

arXiv preprint arXiv:2404.01413

Matthias Gerstgrasser

Rylan Schaeffer

Apratim Dey

Rafael Rafailov

Henry Sleight

...

2024/4/1

CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies

arXiv preprint arXiv:2404.15238

Weiyan Shi

Ryan Li

Yutong Zhang

Caleb Ziems

Raya Horesh

...

2024/4/23

Design2Code: How Far Are We From Automating Front-End Engineering?

arXiv preprint arXiv:2403.03163

Chenglei Si

Yanzhe Zhang

Zhengyuan Yang

Ruibo Liu

Diyi Yang

2024/3/5

MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways

Proceedings of the AAAI Conference on Artificial Intelligence

Mingyu Derek Ma

Alexander K Taylor

Nuan Wen

Yanchen Liu

Po-Nien Kung

...

2024/3/24

What Makes Digital Support Effective? How Therapeutic Skills Affect Clinical Well-Being

arXiv preprint arXiv:2312.10775

Anna Fang

Wenjie Yang

Raj Sanjay Shah

Yash Mathur

Diyi Yang

...

2023/12/17

Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future

arXiv preprint arXiv:2403.14659

Minzhi Li

Weiyan Shi

Caleb Ziems

Diyi Yang

2024/2/28

Dynamic llm-agent network: An llm-agent collaboration framework with agent team optimization

arXiv preprint arXiv:2310.02170

Zijun Liu

Yanzhe Zhang

Peng Li

Yang Liu

Diyi Yang

2023/10/3

Shaping the emerging norms of using large language models in social computing research

Hong Shen

Tianshi Li

Toby Jia-Jun Li

Joon Sung Park

Diyi Yang

2023/10/14

Parameter-efficient fine-tuning design spaces

arXiv preprint arXiv:2301.01821

Jiaao Chen

Aston Zhang

Xingjian Shi

Mu Li

Alex Smola

...

2023/1/4

From Scroll to Misbelief: Modeling the Unobservable Susceptibility to Misinformation on Social Media

arXiv preprint arXiv:2311.09630

Yanchen Liu

Mingyu Derek Ma

Wenna Qin

Azure Zhou

Jiaao Chen

...

2023/11/16

How climate movement actors and news media frame climate change and strike: Evidence from analyzing twitter and news media discourse from 2018 to 2021

The International Journal of Press/Politics

Kaiping Chen

Amanda L Molder

Zening Duan

Shelley Boulianne

Christopher Eckart

...

2023/4

Culturally aware natural language inference

Jing Huang

Diyi Yang

2023/12

See List of Professors in Diyi Yang University(Georgia Institute of Technology)

Co-Authors

H-index: 117
Robert E. Kraut

Robert E. Kraut

Carnegie Mellon University

H-index: 113
Dan Jurafsky

Dan Jurafsky

Stanford University

H-index: 65
Amy Bruckman

Amy Bruckman

Georgia Institute of Technology

H-index: 47
Duen Horng Chau

Duen Horng Chau

Georgia Institute of Technology

H-index: 23
Zichao Yang

Zichao Yang

Carnegie Mellon University

H-index: 15
Jiaao Chen

Jiaao Chen

Georgia Institute of Technology

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