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Mengnan Du — most-cited papers & profile · Large Language Models
← authors
·
overview
Mengnan Du
17
papers ·
1010
citations ·
26
h-index
New Jersey Institute of Technology · Tianjin University of Traditional Chinese Medicine · Hunan University · Second Affiliated Hospital of Nanjing Medical University · Nanjing Medical University
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Most-cited papers
Explainability For Large Language Models: A Survey
2023 · 798 citations
A Survey on Fairness in Large Language Models
2023 · 21 citations
Exploring Concept Depth: How Large Language Models Acquire Knowledge And Concept At Different Layers?
2024 · 4 citations
The Impact of Reasoning Step Length on Large Language Models
2024 · 3 citations
FaithLM: Towards Faithful Explanations for Large Language Models
2024 · 2 citations
DemoShapley: Valuation of Demonstrations for In-Context Learning
2024 · 1 citations
Improving LLM Reasoning through Interpretable Role-Playing Steering
2025
Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning
2024
Top co-authors
Mingyu Jin
· 2
Qinkai Yu
· 2
Wenyue Hua
· 2
Yanda Meng
· 2
Yongfeng Zhang
· 2
and Xia Hu
· 1
Anyi Wang
· 1
Chadly Daniel Stern
· 1
Chia-Yuan Chang
· 1
Dawei Yin
· 1
Dong Shu
· 1
Dong Shu
· 1
Topics
Evaluation
In-Context Learning
Training Techniques
Prompting
Safety & Alignment
Survey Paper
Code
Fine-Tuning
Model Architecture
Reinforcement Learning