This document presents an initial overview of the CLingS project, currently in its early development stage. It outlines a collaborative effort to build a cross-lingual information retrieval platform for scientific literature in underrepresented languages. The project CLingS aims to develop datasets, tools, and methods to improve multilingual access to scientific knowledge.