Jinlong Pang

DRAGON: Guard LLM Unlearning in Context via Negative Detection and Reasoning

ENTP: Enhancing Low-Quality SFT Data via Neural-Symbolic Text Purge-Mix

Supervised Fine-Tuning on Ambiguous Preference Pairs Boosts LLM Alignment

DRAGON: Guard LLM Unlearning in Context via Negative Detection and Reasoning

Evaluating LLM-contaminated Crowdsourcing Data Without Ground Truth

LLM Unlearning via Loss Adjustment with Only Forget Data

Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond

Improving Data Efficiency via Curating LLM-Driven Rating Systems

Token Cleaning: Fine-Grained Data Selection for LLM Supervised Fine-Tuning