text generation
- BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
- Compressed and Smooth Latent Space for Text Diffusion Modeling
- Corrector Sampling in Language Models
- IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text Detector
- Inference-Time Personalized Alignment with a Few User Preference Queries
- Iterative Foundation Model Fine-Tuning on Multiple Rewards
- KLASS: KL-Guided Fast Inference in Masked Diffusion Models
- Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency
- Theoretical Benefit and Limitation of Diffusion Language Model