Document-as-Image Representations Fall Short for Scientific Retrieval

Ghazal Khalighinejad, Raghuveer Thirukovalluru, Alexander H. Oh +1

Many recent document embedding models are trained on document-as-image representations, embedding rendered pages as images rather than the underlying source. Meanwhile, existing be…