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Yanghua Xiao — most-cited papers & profile · Large Language Models
← authors
·
overview
Yanghua Xiao
32
papers ·
143
citations ·
30
h-index
Fudan University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Knowledgpt: Enhancing Large Language Models With Retrieval And Storage Access On Knowledge Bases
2023 · 82 citations
Esc-eval: Evaluating Emotion Support Conversations In Large Language Models
2024 · 12 citations
Can Large Language Models Understand Real-World Complex Instructions?
2023 · 3 citations
How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?
2024 · 3 citations
SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation
2024 · 2 citations
Small Language Model Can Self-correct
2024 · 1 citations
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models
2024 · 1 citations
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models
2024 · 1 citations
Selective Expert Guidance for Effective and Diverse Exploration in Reinforcement Learning of LLMs
2025
Curse of Knowledge: When Complex Evaluation Context Benefits yet Biases LLM Judges
2025
CultureScope: A Dimensional Lens for Probing Cultural Understanding in LLMs
2025
Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation
2025
RECKON: Large-scale Reference-based Efficient Knowledge Evaluation for Large Language Model
2025
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick
2024
CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes
2024
Top co-authors
Jiaqing Liang
· 12
Jiangjie Chen
· 5
Qianyu He
· 5
Shisong Chen
· 5
Haixia Han
· 3
Tingyun Li
· 3
Xintao Wang
· 3
Zhouhong Gu
· 3
Chengyu Du
· 2
Dandan Liang
· 2
Feng Wei
· 2
Haiquan Zhao
· 2
Topics
Evaluation
Fine-Tuning
Training Techniques
RAG
Efficiency
cs.CL
Prompting
Safety & Alignment
Model Architecture
cs.AI