# SLGaussian: Fast Language Gaussian Splatting in Sparse Views > Builds 3D semantic fields from two RGB views without per-scene optimization and supports fast open-vocabulary 3D object querying and segmentation. ## Paper and project - [Research summary](https://chenkangjie1123.github.io/SLGaussian/index.md): Author-written abstract, authors, venue, and source links. - [Project page](https://chenkangjie1123.github.io/SLGaussian/): Original figures, results, and BibTeX. - [arXiv paper](https://arxiv.org/abs/2412.08331): Full research paper. - [Code](https://github.com/chenkangjie1123/SLGaussian): Project repository.