Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization.
Zonghan YangXiaoyuan YiPeng LiYang LiuXing XiePublished in: ICLR (2023)
Keyphrases
- language generation
- optimization algorithm
- optimization methods
- constrained optimization
- optimization problems
- data driven
- learning algorithm
- optimization method
- bayesian inference
- optimization process
- machine learning
- information extraction
- dynamically adjust
- inference mechanism
- unified model
- inference process
- bayesian model
- evolution strategy
- optimization model
- genetic algorithm
- data mining
- belief networks
- global optimization
- evolutionary algorithm