Can I create embeddings for sparse vectors that support multiple languages?

I’m considering using a hybrid search with both sparse and dense vectors. However, from what I’ve googled, the recommended SPLADE doesn’t seem to support multiple languages(Multilingual version of SPLADE · Issue #28 · naver/splade · GitHub). Is it possible to create embeddings for sparse vectors that support multiple languages? Is using BM25 the only option?