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Tao Gui — most-cited papers & profile · Large Language Models
← authors
·
overview
Tao Gui
24
papers ·
50
citations ·
34
h-index
Novel (United States) · Ministry of Education · Dalian Polytechnic University · South China University of Technology
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Most-cited papers
LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition
2024 · 12 citations
LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin
2023 · 8 citations
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
2023 · 4 citations
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages
2024 · 2 citations
Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation
2025 · 1 citations
Orthogonal Subspace Learning for Language Model Continual Learning
2023 · 1 citations
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
2024 · 1 citations
Are Large Language Models Good Prompt Optimizers?
2024 · 1 citations
LongHeads: Multi-Head Attention is Secretly a Long Context Processor
2024 · 1 citations
Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels
2025
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping
2025
Two Minds Better Than One: Collaborative Reward Modeling for LLM Alignment
2025
Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models
2025
Improving Generalization of Alignment with Human Preferences through Group Invariant Learning
2023
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions
2024
Top co-authors
Xuanjing Huang
· 13
Zhiheng Xi
· 7
Junjie Ye
· 5
Shihan Dou
· 5
Qi Zhang
· 4
Qi Zhang
· 4
Songyang Gao
· 4
Caishuang Huang
· 3
Rui Zheng
· 3
Sixian Li
· 3
Xiao Wang
· 3
Yilong Wu
· 3
Topics
Training Techniques
In-Context Learning
Fine-Tuning
Evaluation
Efficiency
Safety & Alignment
Reinforcement Learning
Model Architecture
Code
Prompting