TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization.
Bairu HouJinghan JiaYihua ZhangGuanhua ZhangYang ZhangSijia LiuShiyu ChangPublished in: ICLR (2023)
Keyphrases
- artificial intelligence
- neural network
- semantic analysis
- global optimization
- optimization problems
- optimization algorithm
- evaluation criteria
- evaluation method
- computational efficiency
- edge detection
- natural language processing
- natural language
- case study
- particle swarm optimization
- active contours
- database
- optimization method
- information extraction
- optimization methods
- free text
- evaluation metrics
- genetic algorithm
- evaluation methods
- text analysis
- language processing