Fang Guo

About Fang Guo

Fang Guo, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Data mining, Text mining.

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

Generating Diverse Criteria On-the-Fly to Improve Point-wise LLM Rankers

Development Trends of the Industries of the Future Biopharmaceuticals

XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners

Scimine: An efficient systematic prioritization model based on richer semantic information

Unsupervised key event detection from massive text corpora

Mere contrastive learning for cross-domain sentiment analysis

Sumdocs: Surrounding-aware unsupervised multi-document summarization

“Misc”-Aware Weakly Supervised Aspect Classification

Fang Guo Information

University

Position

___

Citations(all)

260

Citations(since 2020)

258

Cited By

80

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Fang Guo Skills & Research Interests

Data mining

Text mining

Top articles of Fang Guo

Title

Journal

Author(s)

Publication Date

Generating Diverse Criteria On-the-Fly to Improve Point-wise LLM Rankers

arXiv preprint arXiv:2404.11960

Fang Guo

Wenyu Li

Honglei Zhuang

Yun Luo

Yafu Li

...

2024/4/18

Development Trends of the Industries of the Future Biopharmaceuticals

China Biotechnology

Huiqing QIU

Zijie YANG

Fang GUO

Yutao ZHAN

2024/2/4

XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners

arXiv preprint arXiv:2310.05502

Yun Luo

Zhen Yang

Fandong Meng

Yingjie Li

Fang Guo

...

2023/10/9

Scimine: An efficient systematic prioritization model based on richer semantic information

Fang Guo

Yun Luo

Linyi Yang

Yue Zhang

2023/7/19

Unsupervised key event detection from massive text corpora

Yunyi Zhang

Fang Guo

Jiaming Shen

Jiawei Han

2022/8/14

Mere contrastive learning for cross-domain sentiment analysis

arXiv preprint arXiv:2208.08678

Yun Luo

Fang Guo

Zihan Liu

Yue Zhang

2022/8/18

Sumdocs: Surrounding-aware unsupervised multi-document summarization

Qi Zhu

Fang Guo

Jingjing Tian

Yuning Mao

Jiawei Han

2021

“Misc”-Aware Weakly Supervised Aspect Classification

Peiran Li

Fang Guo

Jingbo Shang

2021

Weakly supervised aspect extraction for domain-specific texts

Fang Guo

2020/7/24

User-Guided Aspect Classification for Domain-Specific Texts

arXiv preprint arXiv:2004.14555

Peiran Li

Fang Guo

Jingbo Shang

2020/4/30

Mining text outliers in document directories

Edouard Fouché

Yu Meng

Fang Guo

Honglei Zhuang

Klemens Böhm

...

2020/11/17

Weakly-supervised aspect-based sentiment analysis via joint aspect-sentiment topic embedding

arXiv preprint arXiv:2010.06705

Jiaxin Huang

Yu Meng

Fang Guo

Heng Ji

Jiawei Han

2020/10/13

Joint aspect-sentiment analysis with minimal user guidance

Honglei Zhuang

Fang Guo

Chao Zhang

Liyuan Liu

Jiawei Han

2020/7/25

See List of Professors in Fang Guo University(University of Illinois at Urbana-Champaign)

Co-Authors

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