Minlie Huang

Minlie Huang

Tsinghua University

H-index: 74

Asia-China

About Minlie Huang

Minlie Huang, With an exceptional h-index of 74 and a recent h-index of 46 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Natural Language Generation, Dialogue Systems, Text Generation, Sentiment and Emotion.

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

AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback

LLM-based Privacy Data Augmentation Guided by Knowledge Distillation with a Distribution Tutor for Medical Text Classification

Towards Efficient and Exact Optimization of Language Model Alignment

ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors

From Noise to Clarity: Unraveling the Adversarial Suffix of Large Language Model Attacks via Translation of Text Embeddings

Prompt-driven llm safeguarding via directed representation optimization

ToMBench: Benchmarking Theory of Mind in Large Language Models

Weak-to-Strong Extrapolation Expedites Alignment

Minlie Huang Information

University

Position

computer science

Citations(all)

28614

Citations(since 2020)

11005

Cited By

25380

hIndex(all)

74

hIndex(since 2020)

46

i10Index(all)

595

i10Index(since 2020)

266

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Minlie Huang Skills & Research Interests

Natural Language Generation

Dialogue Systems

Text Generation

Sentiment and Emotion

Top articles of Minlie Huang

Title

Journal

Author(s)

Publication Date

AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback

arXiv preprint arXiv:2402.01469

Jian Guan

Wei Wu

Zujie Wen

Peng Xu

Hongning Wang

...

2024/2/2

LLM-based Privacy Data Augmentation Guided by Knowledge Distillation with a Distribution Tutor for Medical Text Classification

arXiv preprint arXiv:2402.16515

Yiping Song

Juhua Zhang

Zhiliang Tian

Yuxin Yang

Minlie Huang

...

2024/2/26

Towards Efficient and Exact Optimization of Language Model Alignment

arXiv preprint arXiv:2402.00856

Haozhe Ji

Cheng Lu

Yilin Niu

Pei Ke

Hongning Wang

...

2024/2/1

ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors

arXiv preprint arXiv:2402.16444

Zhexin Zhang

Yida Lu

Jingyuan Ma

Di Zhang

Rui Li

...

2024/2/26

From Noise to Clarity: Unraveling the Adversarial Suffix of Large Language Model Attacks via Translation of Text Embeddings

arXiv preprint arXiv:2402.16006

Hao Wang

Hao Li

Minlie Huang

Lei Sha

2024/2/25

Prompt-driven llm safeguarding via directed representation optimization

arXiv preprint arXiv:2401.18018

Chujie Zheng

Fan Yin

Hao Zhou

Fandong Meng

Jie Zhou

...

2024/1/31

ToMBench: Benchmarking Theory of Mind in Large Language Models

arXiv preprint arXiv:2402.15052

Zhuang Chen

Jincenzi Wu

Jinfeng Zhou

Bosi Wen

Guanqun Bi

...

2024/2/23

Weak-to-Strong Extrapolation Expedites Alignment

arXiv preprint arXiv:2404.16792

Chujie Zheng

Ziqi Wang

Heng Ji

Minlie Huang

Nanyun Peng

2024/4/25

EmoBench: Evaluating the Emotional Intelligence of Large Language Models

arXiv preprint arXiv:2402.12071

Sahand Sabour

Siyang Liu

Zheyuan Zhang

June M Liu

Jinfeng Zhou

...

2024/2/19

ChatGLM-RLHF: Practices of Aligning Large Language Models with Human Feedback

arXiv preprint arXiv:2404.00934

Zhenyu Hou

Yiin Niu

Zhengxiao Du

Xiaohan Zhang

Xiao Liu

...

2024/4/1

Pre-training to learn in context

arXiv preprint arXiv:2305.09137

Yuxian Gu

Li Dong

Furu Wei

Minlie Huang

2023/5/16

Click: Controllable text generation with sequence likelihood contrastive learning

arXiv preprint arXiv:2306.03350

Chujie Zheng

Pei Ke

Zheng Zhang

Minlie Huang

2023/6/6

Goal awareness for conversational AI: proactivity, non-collaborativity, and beyond

Yang Deng

Wenqiang Lei

Minlie Huang

Tat-Seng Chua

2023/7

Facilitating multi-turn emotional support conversation with positive emotion elicitation: A reinforcement learning approach

arXiv preprint arXiv:2307.07994

Jinfeng Zhou

Zhuang Chen

Bo Wang

Minlie Huang

2023/7/16

Enhancing Offensive Language Detection with Data Augmentation and Knowledge Distillation

Research

Jiawen Deng

Zhuang Chen

Hao Sun

Zhexin Zhang

Jincenzi Wu

...

2023/9/18

MiniLLM: Knowledge distillation of large language models

Yuxian Gu

Li Dong

Furu Wei

Minlie Huang

2023/10/13

Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond

Siyang Liu

Naihao Deng

Sahand Sabour

Yilin Jia

Minlie Huang

...

2023/12/1

Characterglm: Customizing chinese conversational ai characters with large language models

arXiv preprint arXiv:2311.16832

Jinfeng Zhou

Zhuang Chen

Dazhen Wan

Bosi Wen

Yi Song

...

2023/11/28

Eva2. 0: Investigating open-domain chinese dialogue systems with large-scale pre-training

Machine Intelligence Research

Yuxian Gu

Jiaxin Wen

Hao Sun

Yi Song

Pei Ke

...

2023/4

Coke: A cognitive knowledge graph for machine theory of mind

arXiv preprint arXiv:2305.05390

Jincenzi Wu

Zhuang Chen

Jiawen Deng

Sahand Sabour

Minlie Huang

2023/5/9

See List of Professors in Minlie Huang University(Tsinghua University)

Co-Authors

H-index: 53
Xiaoyan Zhu

Xiaoyan Zhu

Tsinghua University

H-index: 36
Hongning Wang

Hongning Wang

University of Virginia

H-index: 7
Han Xiao

Han Xiao

Xiamen University

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