We describe a new annotation scheme for formalizing relation structures in research papers. The scheme has been developed through the investigation of computer science papers. Using the scheme, we are building a Japanese corpus to help develop information extraction systems for digital libraries. We report on the outline of the annotation scheme and on annotation experiments conducted on research abstracts from the IPSJ Journal.