CLSIn
CLSIn, short for Cross-Lingual Semantic Inference, is a framework for building systems that reason about meaning across languages. It provides a shared multilingual representation and a set of components for performing downstream tasks in multiple languages without requiring large parallel corpora for every language pair.
The typical architecture includes a multilingual encoder that projects text into a common latent space, a cross-language
CLSIn has been explored in research and industry to enable zero-shot and few-shot cross-language transfer, support
Limitations include sensitivity to data quality and language distance, challenges with domain shift and code-switching, and