nlpcda
The tool provides efficient solutions for augmenting Chinese text data, with features like random entity replacement and synonym swaps to improve NLP model generalization and resilience. It includes advanced functionality such as NER data augmentation and character replacement to maintain semantic integrity. Easy to install via pip, this tool helps generate extensive datasets while preserving the text's original meaning, enhancing model capacity and stability.