TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization.
Bairu HouJinghan JiaYihua ZhangGuanhua ZhangYang ZhangSijia LiuShiyu ChangPublished in: CoRR (2022)
Keyphrases
- natural language processing
- information extraction
- data driven
- global optimization
- evaluation criteria
- optimization method
- question answering
- optimization algorithm
- text mining
- machine translation
- combinatorial optimization
- natural language
- optimization methods
- evaluation method
- optimization process
- text analysis
- language processing
- evaluation process
- ontology learning
- gradient information
- steepest descent method