Aleksandr Brechalov

MIReAD: Simple Method for Learning High-quality Representations from Scientific Documents

Learning semantically meaningful representations from scientific documents can facilitate academic literature search and improve performance of recommendation systems. Pretrained language models have been shown to learn rich textual representations, yet they cannot provide powerful document-level re…