Dawn Song

10

Papers

44

Total Citations

Papers (10)

Data Shapley in One Training Run

CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

Position: Evolving AI Collectives Enhance Human Diversity and Enable Self-Regulation

RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content

GRATH: Gradual Self-Truthifying for Large Language Models

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models

SHINE: Shielding Backdoors in Deep Reinforcement Learning

Agent Instructs Large Language Models to be General Zero-Shot Reasoners

Position: On the Societal Impact of Open Foundation Models