Bing Liu

Bing Liu

University of Illinois at Chicago

H-index: 112

North America-United States

About Bing Liu

Bing Liu, With an exceptional h-index of 112 and a recent h-index of 81 (since 2020), a distinguished researcher at University of Illinois at Chicago, specializes in the field of Sentiment Analysis, Natural Language Processing, Data Mining, Machine Learning, Web Mining.

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

A Theory for Length Generalization in Learning to Reason

Continuous and Interactive Language Learning and Grounding

Method and information processing apparatus for performing transfer learning while suppressing occurrence of catastrophic forgetting

Continual Learning of Conversational Skills

Continuous Factual Knowledge Learning in Dialogues

Continual Learning for Task-Oriented Dialogue Systems

Open-World Continual Learning: A Framework

Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation

Bing Liu Information

University

Position

Distinguished Professor

Citations(all)

97589

Citations(since 2020)

41839

Cited By

72870

hIndex(all)

112

hIndex(since 2020)

81

i10Index(all)

312

i10Index(since 2020)

226

Email

University Profile Page

University of Illinois at Chicago

Google Scholar

View Google Scholar Profile

Bing Liu Skills & Research Interests

Sentiment Analysis

Natural Language Processing

Data Mining

Machine Learning

Web Mining

Top articles of Bing Liu

Title

Journal

Author(s)

Publication Date

A Theory for Length Generalization in Learning to Reason

arXiv preprint arXiv:2404.00560

Changnan Xiao

Bing Liu

2024/3/31

Continuous and Interactive Language Learning and Grounding

Sahisnu Mazumder

Bing Liu

2024/1/9

Method and information processing apparatus for performing transfer learning while suppressing occurrence of catastrophic forgetting

2024/3/14

Continual Learning of Conversational Skills

Sahisnu Mazumder

Bing Liu

2024/1/9

Continuous Factual Knowledge Learning in Dialogues

Sahisnu Mazumder

Bing Liu

2024/1/9

Continual Learning for Task-Oriented Dialogue Systems

arXiv preprint arXiv:2107.08173

Binzong Geng

Fajie Yuan

Qiancheng Xu

Ying Shen

Ruifeng Xu

...

2021/7/17

Open-World Continual Learning: A Framework

Sahisnu Mazumder

Bing Liu

2024/1/9

Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation

arXiv preprint arXiv:2404.10268

Yue Zhou

Barbara Di Eugenio

Brian Ziebart

Lisa Sharp

Bing Liu

...

2024/4/16

Lifelong and Continual Learning Dialogue Systems

Sahisnu Mazumder

Bing Liu

2024/1/8

Conclusion and Future Directions

Tactile Perception by Electrovibration

Yasemin Vardar

Yasemin Vardar

2020

Towards enhancing health coaching dialogue in low-resource settings

arXiv preprint arXiv:2404.08888

Yue Zhou

Barbara Di Eugenio

Brian Ziebart

Lisa Sharp

Bing Liu

...

2024/4/13

Continual Learning in Chit-Chat Systems

Sahisnu Mazumder

Bing Liu

2024/1/9

Adapting a language model while preserving its general knowledge

arXiv preprint arXiv:2301.08986

Zixuan Ke

Yijia Shao

Haowei Lin

Hu Xu

Lei Shu

...

2023/1/21

Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast

arXiv preprint arXiv:2305.11449

Yiduo Guo

Yaobo Liang

Dongyan Zhao

Bing Liu

Duan Nan

2023/5/19

Grounding for Artificial Intelligence

arXiv preprint arXiv:2312.09532

Bing Liu

2023/12/15

Learnability and algorithm for continual learning

Gyuhak Kim

Changnan Xiao

Tatsuya Konishi

Bing Liu

2023/7/3

Class Incremental Learning via Likelihood Ratio Based Task Prediction

arXiv preprint arXiv:2309.15048

Haowei Lin

Yijia Shao

Weinan Qian

Ningxin Pan

Yiduo Guo

...

2023/9/26

Deep Continual Learning (Dagstuhl Seminar 23122)

Tinne Tuytelaars

Bing Liu

Vincenzo Lomonaco

Gido van de Ven

Andrea Cossu

2023

Conditions for length generalization in learning reasoning skills

arXiv preprint arXiv:2311.16173

Changnan Xiao

Bing Liu

2023/11/22

Open-world continual learning: Unifying novelty detection and continual learning

arXiv preprint arXiv:2304.10038

Gyuhak Kim

Changnan Xiao

Tatsuya Konishi

Zixuan Ke

Bing Liu

2023/4/20

See List of Professors in Bing Liu University(University of Illinois at Chicago)

Co-Authors

H-index: 194
Philip S. Yu

Philip S. Yu

University of Illinois at Chicago

H-index: 70
Gao Cong

Gao Cong

Nanyang Technological University

H-index: 69
Ke Wang

Ke Wang

Simon Fraser University

H-index: 69
Ee-Peng Lim

Ee-Peng Lim

Singapore Management University

H-index: 64
Wynne HSU

Wynne HSU

National University of Singapore

H-index: 60
Wee Sun Lee

Wee Sun Lee

National University of Singapore

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