Software

Python Package

1. LLM Tuning
   • A Python package of parameter-efficient LLM fine-tuning.
2. Valda
   • A Python package of data valuation in machine learning.
3. RSTParser
   • A shift-reduce based RST discourse parser.

Code from Research Projects

1. HEDGE
   • for Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection
2. VMASK
   • for Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers
3. GMASK
   • for Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks
4. FLAT
   • for Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation
5. SideControl
   • for SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks
6. GP VAE
   • for Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors
7. RL for Paraphrase Generation
   • for An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation