This is a bugfix release which addresses bugs found in 3.1.0. 3.1.0 was a major release that added support for Eclipse 3.6 & 3.7-RC and Java 1.7 language support (once Eclipse itself supports it).
Please also see the Clover-for-Ant Changelog for bugs fixed in the core Clover product.