A new release of DeSR is available on Sourceforge for download:

    desr-1.1.0-beta.tgz

There are significant changes with respect to the previous versions:

1. A new classifier based on Deep Learning has been added (algorithm name: DL)
2. Beam search has been added for Maximum Entropy (ME) and Deep Learning (DL)
3. several changes where required to support beam search including a new
    architecture for parser States. The parser uses its own internal representation
    for tokens and returns standard Tokens with added head/deprel attributes.

Since there are many changes, this is to be considered a beta release, waiting for
reports from your testing.