Kevin Chen-Chuan Chang

Kevin Chen-Chuan Chang

University of Illinois at Urbana-Champaign

H-index: 57

North America-United States

About Kevin Chen-Chuan Chang

Kevin Chen-Chuan Chang, With an exceptional h-index of 57 and a recent h-index of 34 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Data Management, Data Integration, Databases, Data Mining.

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

TopicAdapt-An Inter-Corpora Topics Adaptation Approach

Let the Pretrained Language Models" Imagine" for Short Texts Topic Modeling

Entity search method, related device, and computer storage medium

Unsupervised Open-domain Keyphrase Generation

GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond

Text Fact Transfer

Why does chatgpt fall short in answering questions faithfully?

Empowering health geography research with location-based social media data: innovative food word expansion and energy density prediction via word embedding and machine learning

Kevin Chen-Chuan Chang Information

University

Position

___

Citations(all)

17629

Citations(since 2020)

6448

Cited By

12970

hIndex(all)

57

hIndex(since 2020)

34

i10Index(all)

143

i10Index(since 2020)

80

Email

University Profile Page

University of Illinois at Urbana-Champaign

Google Scholar

View Google Scholar Profile

Kevin Chen-Chuan Chang Skills & Research Interests

Data Management

Data Integration

Databases

Data Mining

Top articles of Kevin Chen-Chuan Chang

Title

Journal

Author(s)

Publication Date

TopicAdapt-An Inter-Corpora Topics Adaptation Approach

arXiv preprint arXiv:2310.04978

Pritom Saha Akash

Trisha Das

Kevin Chen-Chuan Chang

2023/10/8

Let the Pretrained Language Models" Imagine" for Short Texts Topic Modeling

arXiv preprint arXiv:2310.15420

Pritom Saha Akash

Jie Huang

Kevin Chen-Chuan Chang

2023/10/24

Entity search method, related device, and computer storage medium

Kevin Chen-Chuan Chang

Denghao Ma

Yueguo Chen

Xiaoyong Du

Chuanfei Xu

...

2023/4/25

Unsupervised Open-domain Keyphrase Generation

arXiv preprint arXiv:2306.10755

Lam Thanh Do

Pritom Saha Akash

Kevin Chen-Chuan Chang

2023/6/19

GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond

arXiv preprint arXiv:2309.16583

Shen Zheng

Yuyu Zhang

Yijie Zhu

Chenguang Xi

Pengyang Gao

...

2023/9/28

Text Fact Transfer

EMNLP 2023

Nishant Balepur

Jie Huang

Kevin Chen-Chuan Chang

2023/10/23

Why does chatgpt fall short in answering questions faithfully?

arXiv preprint arXiv:2304.10513

Shen Zheng

Jie Huang

Kevin Chen-Chuan Chang

2023/4/20

Empowering health geography research with location-based social media data: innovative food word expansion and energy density prediction via word embedding and machine learning

International Journal of Health Geographics

Jue Wang

Gyoorie Kim

Kevin Chen-Chuan Chang

2023/9/16

Mastering the ABCDs of Complex Questions: Answer-Based Claim Decomposition for Fine-grained Self-Evaluation

arXiv preprint arXiv:2305.14750

Nishant Balepur

Jie Huang

Samraj Moorjani

Hari Sundaram

Kevin Chen-Chuan Chang

2023/5/24

A Principled Decomposition of Pointwise Mutual Information for Intention Template Discovery

Denghao Ma

Kevin Chen-Chuan Chang

Yueguo Chen

Xueqiang Lv

Liang Shen

2023/10/21

Cascade speculative drafting for even faster llm inference

arXiv preprint arXiv:2312.11462

Ziyi Chen

Xiaocong Yang

Jiacheng Lin

Chenkai Sun

Kevin Chen-Chuan Chang

...

2023/12/18

Why does chatgpt fall short in providing truthful answers

Shen Zheng

Jie Huang

Kevin Chen-Chuan Chang

2023/4/20

Quantifying association capabilities of large language models and its implications on privacy leakage

Hanyin Shao

Jie Huang

Shen Zheng

Kevin Chen-Chuan Chang

2024

Raven: In-context learning with retrieval augmented encoder-decoder language models

arXiv preprint arXiv:2308.07922

Jie Huang

Wei Ping

Peng Xu

Mohammad Shoeybi

Kevin Chen-Chuan Chang

...

2023/8/15

Ask To The Point: Open-Domain Entity-Centric Question Generation

EMNLP 2023 Findings

Yuxiang Liu

Jie Huang

Kevin Chen-Chuan Chang

2023/10/21

Abstractive Open Information Extraction

Kevin Pei

Ishan Jindal

Kevin Chang

2023/12

Ccgen: Explainable complementary concept generation in e-commerce

arXiv preprint arXiv:2305.11480

Jie Huang

Yifan Gao

Zheng Li

Jingfeng Yang

Yangqiu Song

...

2023/5/19

Citation: A key to building responsible and accountable large language models

Jie Huang

Kevin Chen-Chuan Chang

2024

Descriptive knowledge graph in biomedical domain

arXiv preprint arXiv:2310.11681

Kerui Zhu

Jie Huang

Kevin Chen-Chuan Chang

2023/10/18

Long-form Question Answering: An Iterative Planning-Retrieval-Generation Approach

arXiv preprint arXiv:2311.09383

Pritom Saha Akash

Kashob Kumar Roy

Lucian Popa

Kevin Chen-Chuan Chang

2023/11/15

See List of Professors in Kevin Chen-Chuan Chang University(University of Illinois at Urbana-Champaign)