like trees, sequences, or sets. Examples of problems with complex outputs are natural language parsing, sequence alignment in ... SVMalign: Learning to align sequences. Given examples of how sequence pairs align, the goal is to learn a complex substitution ... Learning to Align Sequences: A Maximum Margin Approach, Technical Report, August, 2003. [Postscript (gz)] [PDF] ... Training examples (e.g. for part-of-speech tagging) specify the sequence of words along with the correct assignment of tags (i. ...