textsin
Textsin is an open-source framework for transforming and generating natural language text. It provides a modular pipeline intended for preprocessing, text normalization, paraphrase generation, style transfer, and text augmentation. The design emphasizes preserving core semantic content while altering surface characteristics such as phrasing, formality, or terminology.
Textsin was created to address common NLP needs in research and production environments, offering interoperable components
The architecture centers on a pluggable pipeline. Core stages include ingestion, normalization, tokenization, model-agnostic transformation, and
Use cases range from data augmentation for NLP training to automated style transfer experiments and content
Limitations include the dependence on underlying language models, potential biases, and computational costs. The project maintains