Jiaao Chen

Jiaao Chen

Georgia Institute of Technology

H-index: 15

North America-United States

About Jiaao Chen

Jiaao Chen, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Machine Learning, Natural Language Processing.

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

Can large language models transform computational social science?

Unlearn What You Want to Forget: Efficient Unlearning for LLMs

A cheaper and better diffusion language model with soft-masked noise

Dyval: Graph-informed dynamic evaluation of large language models

An empirical survey of data augmentation for limited data learning in nlp

Skills-in-context prompting: Unlocking compositionality in large language models

Is ChatGPT a general-purpose natural language processing task solver?

Where Does Your News Come From? Predicting Information Pathways in Social Media

Jiaao Chen Information

University

Position

___

Citations(all)

1449

Citations(since 2020)

1448

Cited By

92

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

17

i10Index(since 2020)

17

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Jiaao Chen Skills & Research Interests

Machine Learning

Natural Language Processing

Top articles of Jiaao Chen

Title

Journal

Author(s)

Publication Date

Can large language models transform computational social science?

Computational Linguistics

Caleb Ziems

William Held

Omar Shaikh

Jiaao Chen

Zhehao Zhang

...

2024/3/7

Unlearn What You Want to Forget: Efficient Unlearning for LLMs

arXiv preprint arXiv:2310.20150

Jiaao Chen

Diyi Yang

2023/10/31

A cheaper and better diffusion language model with soft-masked noise

arXiv preprint arXiv:2304.04746

Jiaao Chen

Aston Zhang

Mu Li

Alex Smola

Diyi Yang

2023/4/10

Dyval: Graph-informed dynamic evaluation of large language models

arXiv preprint arXiv:2309.17167

Kaijie Zhu

Jiaao Chen

Jindong Wang

Neil Zhenqiang Gong

Diyi Yang

...

2023/9/29

An empirical survey of data augmentation for limited data learning in nlp

Transactions of the Association for Computational Linguistics

Jiaao Chen

Derek Tam

Colin Raffel

Mohit Bansal

Diyi Yang

2023/3/14

Skills-in-context prompting: Unlocking compositionality in large language models

arXiv preprint arXiv:2308.00304

Jiaao Chen

Xiaoman Pan

Dian Yu

Kaiqiang Song

Xiaoyang Wang

...

2023/8/1

Is ChatGPT a general-purpose natural language processing task solver?

arXiv preprint arXiv:2302.06476

Chengwei Qin

Aston Zhang

Zhuosheng Zhang

Jiaao Chen

Michihiro Yasunaga

...

2023/2/8

Where Does Your News Come From? Predicting Information Pathways in Social Media

Alexander K Taylor

Nuan Wen

Po-Nien Kung

Jiaao Chen

Violet Peng

...

2023/7/19

Mitigating Biases in Hate Speech Detection from A Causal Perspective

Zhehao Zhang

Jiaao Chen

Diyi Yang

2023/12

Parameter-Efficient Fine-Tuning Design Spaces

arXiv preprint arXiv:2301.01821

Jiaao Chen

Aston Zhang

Xingjian Shi

Mu Li

Alex Smola

...

2023/1/4

Compositional data augmentation for abstractive conversation summarization

Siru Ouyang

Jiaao Chen

Jiawei Han

Diyi Yang

2023/7

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

Controllable conversation generation with conversation structures via diffusion models

Jiaao Chen

Diyi Yang

2023/7

When flue meets flang: Benchmarks and large pre-trained language model for financial domain

arXiv preprint arXiv:2211.00083

Raj Sanjay Shah

Kunal Chawla

Dheeraj Eidnani

Agam Shah

Wendi Du

...

2022/10/31

Focus on the action: Learning to highlight and summarize jointly for email to-do items summarization

Kexun Zhang

Jiaao Chen

Diyi Yang

2022/5

VALUE: Understanding dialect disparity in NLU

arXiv preprint arXiv:2204.03031

Caleb Ziems

Jiaao Chen

Camille Harris

Jessica Anderson

Diyi Yang

2022/4/6

Leveraging expert guided adversarial augmentation for improving generalization in named entity recognition

Aaron Reich

Jiaao Chen

Aastha Agrawal

Yanzhe Zhang

Diyi Yang

2022

Mixture of Virtual Prompts: Efficient Fine-tuning with Virtual Prompts for Natural Language Understanding

Jiaao Chen

William Held

Diyi Yang

2022

Human-in-the-loop Abstractive Dialogue Summarization

arXiv preprint arXiv:2212.09750

Jiaao Chen

Mohan Dodda

Diyi Yang

2022/12/19

Simple conversational data augmentation for semi-supervised abstractive dialogue summarization

Jiaao Chen

Diyi Yang

2021/11

See List of Professors in Jiaao Chen University(Georgia Institute of Technology)

Co-Authors

H-index: 113
Dan Jurafsky

Dan Jurafsky

Stanford University

H-index: 68
Mohit Bansal

Mohit Bansal

University of North Carolina at Chapel Hill

H-index: 54
Colin Raffel

Colin Raffel

University of North Carolina at Chapel Hill

H-index: 47
Duen Horng Chau

Duen Horng Chau

Georgia Institute of Technology

H-index: 46
Diyi Yang

Diyi Yang

Georgia Institute of Technology

H-index: 39
Zhou Yu

Zhou Yu

Columbia University in the City of New York

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