← authors · overview

• Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data
  2025
• Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing
  2019
• Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach
  2021
• CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing
  2022
• MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation
  2022
• Efficient Long Sequence Modeling via State Space Augmented Transformer
  2022
• LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation
  2023
• LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models
  2023
• Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer
  2023