PID Control-Based Self-Healing to Improve the Robustness of Large Language Models.
Zhuotong ChenZihu WangYifan YangQianxiao LiZheng ZhangPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- language model
- language modeling
- pid control
- document retrieval
- retrieval model
- statistical language models
- probabilistic model
- query expansion
- n gram
- strong robustness
- information retrieval
- relevance model
- control system
- real time
- expert systems
- fuzzy control
- control method
- smoothing methods
- pid controller
- test collection
- adaptive control
- control strategy
- fault diagnosis
- machine learning