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Dawn Song — most-cited papers & profile · Large Language Models
← authors
·
overview
Dawn Song
59
papers ·
3743
citations ·
0
h-index
Berkeley College · D-Tech (United States) · Virginia Tech · University of California, Berkeley
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Most-cited papers
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
2024 · 4 citations
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
2024 · 3 citations
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models
2025 · 2 citations
COSMIC: Generalized Refusal Direction Identification in LLM Activations
2025
Scalable Best-of-N Selection for Large Language Models via Self-Certainty
2025
Top co-authors
Ajay Jaiswal
· 1
Bhavya Kailkhura
· 1
Bo Li
· 1
Bo Li
· 1
Brian Bartoldson
· 1
Chenguang Wang
· 1
Chenhui Zhang
· 1
Chulin Xie
· 1
Dan Hendrycks
· 1
Haimin Hu
· 1
Jaime Fernández Fisac
· 1
James Diffenderfer
· 1
Topics
Evaluation
Safety & Alignment
RAG
Efficiency
Fine-Tuning
Reinforcement Learning
Code
Training Techniques
In-Context Learning