Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices, Shankar Kumar, Wolfgang Macherey, Chris Dyer, Franz Och, Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP, 2009, pp. 163-171.
Lattice Minimum Bayes-Risk Decoding for Statistical Machine Translation, Roy Tromble, Shankar Kumar, Franz Och, Wolfgang Macherey, Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, pp. 620-629.
Video Suggestion and Discovery for YouTube: Taking Random Walks Through the View Graph, Shumeet Baluja, Rohan Seth, D. Sivakumar, Yushi Jing, Jay Yagnik, Shankar Kumar, Deepak Ravichandran, Mohamed Aly, WWW-2008.
Improving Word Alignment with Bridge Languages, Shankar Kumar, Franz Och, Wolfgang Macherey, Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2007.